Tactile sensing helps a robot adjust its grip so that objects are held securely without excessive force.
Incorrect! Try again.
3What is a main feature of a soft robot?
Soft robotics
Easy
A.Stationary electronic controls
B.Flexible and deformable parts
C.Fixed wheels without joints
D.Rigid metal-only structures
Correct Answer: Flexible and deformable parts
Explanation:
Soft robots use flexible materials that can bend or deform to interact safely with people and objects.
Incorrect! Try again.
4Which sensor is useful for detecting bending in a soft robotic arm?
Soft robotics
Easy
A.Barcode printer
B.Flex or strain sensor
C.Loudspeaker
D.Smoke detector
Correct Answer: Flex or strain sensor
Explanation:
Flex and strain sensors measure changes caused by bending or stretching in soft robotic components.
Incorrect! Try again.
5Which sensor can help a welding robot follow a joint accurately?
Robotic arc welding sensors
Easy
A.Temperature clock
B.Keyboard position sensor
C.Audio playback sensor
D.Seam tracking sensor
Correct Answer: Seam tracking sensor
Explanation:
A seam tracking sensor detects the location of the joint so the robot can guide the welding tool along it.
Incorrect! Try again.
6What is the purpose of a welding arc sensor?
Robotic arc welding sensors
Easy
A.To monitor the welding arc
B.To count warehouse shelves
C.To measure tire pressure
D.To identify human voices
Correct Answer: To monitor the welding arc
Explanation:
An arc sensor monitors properties of the welding arc, helping maintain suitable welding conditions.
Incorrect! Try again.
7Which sensor is commonly used to measure the distance to nearby objects?
Use cases of sensor in robot navigation
Easy
A.Humidity sensor
B.Ultrasonic sensor
C.Color printer
D.Microphone amplifier
Correct Answer: Ultrasonic sensor
Explanation:
Ultrasonic sensors use sound waves to estimate the distance between a robot and nearby objects.
Incorrect! Try again.
8How can cameras help a mobile robot navigate?
Use cases of sensor in robot navigation
Easy
A.By detecting visual features
B.By storing extra fuel
C.By producing mechanical force
D.By increasing wheel size
Correct Answer: By detecting visual features
Explanation:
Cameras provide images that help robots recognize objects, paths, signs, and other visual features.
Incorrect! Try again.
9What does an inertial measurement unit, or IMU, commonly measure?
Use cases of sensor in robot navigation
Easy
A.Soil nutrient content
B.Welding wire thickness
C.Liquid color only
D.Motion and orientation
Correct Answer: Motion and orientation
Explanation:
An IMU uses motion sensors such as accelerometers and gyroscopes to estimate movement and orientation.
Incorrect! Try again.
10What does a chemical sensor detect?
Chemical sensing
Easy
A.A motor's brand name
B.A robot's wheel diameter
C.A chemical substance or property
D.A camera's image size
Correct Answer: A chemical substance or property
Explanation:
Chemical sensors identify or measure chemical substances or properties such as concentration.
Incorrect! Try again.
11Which sensor is commonly used to measure acidity?
Chemical sensing
Easy
A.Light barrier
B.Gyroscope
C.Proximity sensor
D.pH sensor
Correct Answer: pH sensor
Explanation:
A pH sensor measures how acidic or alkaline a liquid is.
Incorrect! Try again.
12Which application can use a gas sensor on a robot?
Chemical sensing
Easy
A.Displaying a map
B.Measuring wheel height
C.Counting motor rotations
D.Detecting a gas leak
Correct Answer: Detecting a gas leak
Explanation:
Gas sensors can detect specific gases and warn robots or operators about possible leaks.
Incorrect! Try again.
13Which sensor is often used in a wearable fitness tracker?
Use cases in wearables
Easy
A.Welding seam sensor
B.Robot gripper sensor
C.Heart-rate sensor
D.Industrial gas valve
Correct Answer: Heart-rate sensor
Explanation:
Wearable fitness trackers commonly use heart-rate sensors to monitor a user's pulse.
Incorrect! Try again.
14What can an accelerometer in a wearable device detect?
Use cases in wearables
Easy
A.Movement and activity
B.Air pressure in tires
C.Metal joint position
D.Chemical acidity
Correct Answer: Movement and activity
Explanation:
An accelerometer detects changes in motion, allowing wearables to track steps and physical activity.
Incorrect! Try again.
15Which sensor can help an agricultural robot decide when crops need water?
Use cases of sensors in agriculture
Easy
A.Hand gesture sensor
B.Arc voltage sensor
C.Wheel speed sensor
D.Soil moisture sensor
Correct Answer: Soil moisture sensor
Explanation:
A soil moisture sensor measures water content in the soil and supports irrigation decisions.
Incorrect! Try again.
16How can cameras be used in agricultural robots?
Use cases of sensors in agriculture
Easy
A.To sharpen cutting blades
B.To increase soil temperature
C.To identify crop conditions
D.To charge robot batteries
Correct Answer: To identify crop conditions
Explanation:
Cameras can help agricultural robots inspect crops for growth, weeds, or visible signs of disease.
Incorrect! Try again.
17Which sensor can help a military robot detect nearby obstacles?
Use cases in military
Easy
A.pH sensor
B.Heart-rate sensor
C.Soil nutrient sensor
D.LiDAR sensor
Correct Answer: LiDAR sensor
Explanation:
LiDAR measures distances using light pulses and can help robots detect obstacles and map areas.
Incorrect! Try again.
18What is one use of sensors on an unmanned military vehicle?
Use cases in military
Easy
A.Office document printing
B.Clothing size selection
C.Household meal preparation
D.Remote area surveillance
Correct Answer: Remote area surveillance
Explanation:
Sensors allow unmanned vehicles to observe and collect information from areas that may be dangerous for people.
Incorrect! Try again.
19Which sensor can help a healthcare robot monitor a patient's body temperature?
Use cases in healthcare
Easy
A.Soil moisture sensor
B.Ultrasonic parking sensor
C.Temperature sensor
D.Seam tracking sensor
Correct Answer: Temperature sensor
Explanation:
A temperature sensor measures body temperature and can provide useful patient monitoring data.
Incorrect! Try again.
20How can sensors help a robotic prosthetic hand?
Use cases in healthcare
Easy
A.By replacing all patient training
B.By producing medical medicine
C.By growing replacement tissue
D.By detecting grip force
Correct Answer: By detecting grip force
Explanation:
Force and tactile sensors can help a prosthetic hand control how strongly it holds an object.
Incorrect! Try again.
21A robotic gripper must pick up fragile glass objects without cracking them. Which tactile-sensing capability is most important for this task?
Use cases in tactile sensing
Medium
A.Measuring contact force at the fingertips
B.Measuring the rotation speed of a joint
C.Detecting the distance to a nearby wall
D.Estimating the robot's battery temperature
Correct Answer: Measuring contact force at the fingertips
Explanation:
Contact-force measurements allow the gripper to adjust its grip and avoid applying excessive pressure to fragile objects.
Incorrect! Try again.
22A robot is sorting objects covered by a thin opaque sheet. Which tactile-sensing method would best help it distinguish a hard object from a soft object?
Use cases in tactile sensing
Medium
A.Measuring motor winding temperature
B.Measuring ambient light intensity
C.Measuring wireless signal strength
D.Measuring deformation during contact
Correct Answer: Measuring deformation during contact
Explanation:
The amount of deformation under a known contact force provides information about an object's stiffness.
Incorrect! Try again.
23Why are pressure sensors commonly embedded in pneumatic soft robotic actuators?
Soft robotics
Medium
A.To estimate actuator position from air pressure
B.To increase the electrical conductivity of the actuator
C.To eliminate the need for any controller
D.To measure the color of the actuator surface
Correct Answer: To estimate actuator position from air pressure
Explanation:
In many soft actuators, internal pressure correlates with bending or extension, enabling feedback control of motion.
Incorrect! Try again.
24A soft robotic gripper handles fruits with different shapes and firmness levels. Which sensor arrangement would most directly improve adaptive gripping?
Soft robotics
Medium
A.An accelerometer fixed to the charging station
B.Distributed pressure sensors along the fingers
C.A single microphone mounted near the controller
D.A temperature sensor on the power supply
Correct Answer: Distributed pressure sensors along the fingers
Explanation:
Distributed pressure measurements reveal where and how strongly the fingers contact the fruit, supporting shape-aware grip adjustment.
Incorrect! Try again.
25During robotic arc welding, the workpiece is slightly misaligned from its expected position. Which sensor is most useful for maintaining the weld path?
Robotic arc welding sensors
Medium
A.A microphone near the operator station
B.A thermistor inside the robot base
C.A humidity sensor in the factory
D.A through-arc current sensor
Correct Answer: A through-arc current sensor
Explanation:
Through-arc sensing uses changes in welding current or voltage as the torch moves across the joint to detect deviations and correct the path.
Incorrect! Try again.
26A laser seam-tracking sensor is installed ahead of a welding torch. What is its primary role?
Robotic arc welding sensors
Medium
A.Controlling the shielding-gas composition
B.Replacing the welding power source
C.Measuring the robot's joint lubrication level
D.Locating the joint before the torch reaches it
Correct Answer: Locating the joint before the torch reaches it
Explanation:
A laser seam tracker measures the joint geometry in advance so the robot can correct the torch trajectory before welding.
Incorrect! Try again.
27A mobile robot operates in a warehouse where shelves can change position. Which sensor combination is most suitable for detecting obstacles and updating a local map?
Use cases of sensor in robot navigation
Medium
A.A microphone with a soil-moisture probe
B.LiDAR with wheel encoders
C.A thermocouple with a barometer
D.A strain gauge with a gas sensor
Correct Answer: LiDAR with wheel encoders
Explanation:
LiDAR provides range measurements of obstacles, while wheel encoders estimate motion between observations for mapping and localization.
Incorrect! Try again.
28A delivery robot uses wheel odometry but gradually drifts from its actual position. Which additional sensor would best reduce this accumulated error in an outdoor environment?
Use cases of sensor in robot navigation
Medium
A.A welding arc sensor
B.A fingertip pressure sensor
C.A GPS receiver
D.A blood-oxygen sensor
Correct Answer: A GPS receiver
Explanation:
GPS provides an absolute position reference that can correct the cumulative drift produced by wheel odometry.
Incorrect! Try again.
29A robot must navigate through a dim corridor containing transparent obstacles. Which sensing approach is most reliable as a primary aid?
Use cases of sensor in robot navigation
Medium
A.An air-pressure sensor used alone
B.A visible-light camera used alone
C.A soil-pH sensor combined with odometry
D.Depth sensing combined with ultrasonic sensing
Correct Answer: Depth sensing combined with ultrasonic sensing
Explanation:
Depth and ultrasonic sensors can detect distance information even when lighting is poor, and ultrasonic sensing may help identify some transparent obstacles.
Incorrect! Try again.
30A service robot monitors indoor air quality and must warn occupants when carbon monoxide reaches a hazardous level. Which sensor is required?
Chemical sensing
Medium
A.A carbon-monoxide gas sensor
B.A piezoelectric vibration sensor
C.A capacitive proximity sensor
D.A rotary position encoder
Correct Answer: A carbon-monoxide gas sensor
Explanation:
A carbon-monoxide gas sensor responds to the concentration of CO and can trigger an alarm when a specified threshold is exceeded.
Incorrect! Try again.
31A robotic platform analyzes water from a treatment plant. Which sensor would directly help determine whether the water is acidic or alkaline?
Chemical sensing
Medium
A.A magnetic-field sensor
B.A six-axis inertial sensor
C.A camera exposure sensor
D.A pH sensor
Correct Answer: A pH sensor
Explanation:
A pH sensor measures hydrogen-ion activity, indicating whether a solution is acidic, neutral, or alkaline.
Incorrect! Try again.
32A wearable device is designed to detect whether a user has fallen. Which measurement is most useful for identifying a sudden fall event?
Use cases in wearables
Medium
A.Acceleration and body orientation
B.Air humidity and sound pressure
C.Skin color and ambient brightness
D.Battery voltage and radio frequency
Correct Answer: Acceleration and body orientation
Explanation:
A fall commonly produces a rapid acceleration change followed by an unusual body orientation, which inertial sensors can detect.
Incorrect! Try again.
33A wearable rehabilitation device measures a patient's elbow movement during exercise. Which sensor is most appropriate for estimating joint angle?
Use cases in wearables
Medium
A.An inertial measurement unit
B.A welding-voltage sensor
C.A soil-conductivity sensor
D.A carbon-dioxide sensor
Correct Answer: An inertial measurement unit
Explanation:
An IMU combines accelerometer and gyroscope data to estimate limb orientation and changes in joint movement.
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34An autonomous irrigation robot must water only crop areas with insufficient moisture. Which sensor provides the most direct measurement for this decision?
Use cases of sensors in agriculture
Medium
A.A soil-moisture sensor
B.A microphone array
C.A motor-current sensor
D.A wheel-speed sensor
Correct Answer: A soil-moisture sensor
Explanation:
Soil-moisture measurements identify dry regions and allow irrigation to be targeted instead of applied uniformly.
Incorrect! Try again.
35A farm robot uses cameras to identify diseased leaves. Which additional sensor would most improve detection when disease changes leaf temperature before visible symptoms appear?
Use cases of sensors in agriculture
Medium
A.A thermal infrared sensor
B.A joint torque sensor
C.A wheel encoder
D.A barometric pressure sensor
Correct Answer: A thermal infrared sensor
Explanation:
Thermal infrared sensing can reveal temperature differences associated with plant stress before changes are obvious in visible images.
Incorrect! Try again.
36An unmanned ground vehicle must detect nearby personnel and obstacles while operating at night. Which sensor combination is most suitable?
Use cases in military
Medium
A.A pulse sensor with a colorimeter
B.A strain gauge with a soil sampler
C.A pH probe with a hygrometer
D.Thermal imaging with LiDAR
Correct Answer: Thermal imaging with LiDAR
Explanation:
Thermal imaging helps detect heat signatures in darkness, while LiDAR supplies geometric distance information for obstacle avoidance.
Incorrect! Try again.
37A reconnaissance drone must maintain stable flight during strong wind gusts. Which sensor data is most important for rapid stabilization?
Use cases in military
Medium
A.Gyroscope and accelerometer data
B.Gas concentration and humidity data
C.Soil pH and moisture data
D.Tactile pressure and force data
Correct Answer: Gyroscope and accelerometer data
Explanation:
Gyroscopes measure angular motion and accelerometers measure linear acceleration, providing the feedback needed for flight stabilization.
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38A hospital robot transports medication and must avoid entering a patient's bed area. Which sensor is most useful for detecting the boundary around the bed?
Use cases in healthcare
Medium
A.A depth camera
B.A gas chromatograph
C.A glucose sensor
D.A welding-current sensor
Correct Answer: A depth camera
Explanation:
A depth camera measures the three-dimensional arrangement of nearby objects, allowing the robot to identify and avoid the bed area.
Incorrect! Try again.
39A rehabilitation exoskeleton should assist a patient only when the patient begins moving. Which sensor signal would provide the most direct intent cue?
Use cases in healthcare
Medium
A.Distance from an ultrasonic sensor
B.Room temperature from a thermistor
C.Ambient light from a photodiode
D.Muscle activity from an EMG sensor
Correct Answer: Muscle activity from an EMG sensor
Explanation:
An EMG sensor detects electrical activity in muscles, providing an early indication that the patient intends to initiate movement.
Incorrect! Try again.
40A wearable health monitor reports a falsely low heart rate whenever the user runs. Which improvement would most likely reduce motion-related errors?
Use cases in healthcare
Medium
A.Use only a temperature sensor for heart rate
B.Reduce sampling while the user is moving
C.Replace the sensor with a humidity probe
D.Combine optical sensing with inertial data
Correct Answer: Combine optical sensing with inertial data
Explanation:
Inertial data can identify motion artifacts, allowing the system to compensate for errors in optical heart-rate measurements.
Incorrect! Try again.
41A robotic gripper must handle objects whose stiffness is unknown and whose surfaces may be wet. Which tactile-sensing strategy best supports reliable grasping while minimizing object damage?
Use cases in tactile sensing
Hard
A.Use distributed multimodal sensing with force, slip, and contact-location estimation
B.Use proximity sensing to replace physical contact feedback
C.Use force thresholds from rigid fingertip sensors only
D.Use a single high-resolution pressure sensor at the wrist
Correct Answer: Use distributed multimodal sensing with force, slip, and contact-location estimation
Explanation:
Distributed multimodal sensing separates normal force, shear or slip, and contact geometry, allowing the controller to adapt grip force despite uncertainty in stiffness and surface conditions.
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42A tactile array reports a constant increase in pressure across every taxel immediately after the gripper closes, although the object has not moved. Which diagnosis is most likely, and what compensation is appropriate?
Use cases in tactile sensing
Hard
A.Taxel saturation; replace the object model
B.Contact fragmentation; increase the sampling interval
C.Global bias drift; estimate and subtract a baseline
D.Object slip; increase the grip force immediately
Correct Answer: Global bias drift; estimate and subtract a baseline
Explanation:
A uniform offset across the array is more consistent with temperature-dependent bias, electronics drift, or mechanical preload than with localized contact change. Baseline estimation and recalibration are appropriate.
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43A pneumatic soft continuum arm bends differently at the same commanded pressure after repeated operation. Which sensing architecture most directly enables closed-loop compensation for this behavior?
Soft robotics
Hard
A.An encoder mounted only at the motor controller
B.Embedded distributed strain sensing along the arm
C.A pressure sensor installed upstream of the valve
D.A camera observing only the end effector
Correct Answer: Embedded distributed strain sensing along the arm
Explanation:
Distributed strain sensing measures the arm's actual shape and captures hysteresis, external loading, and material changes that pressure or endpoint-only measurements cannot observe.
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44A soft robotic gripper must grasp an irregular fruit without bruising it, but its pneumatic pressure is affected by ambient temperature. Which control variable is most suitable for the primary safety constraint?
Soft robotics
Hard
A.Measured contact force or pressure distribution
B.Commanded chamber pressure alone
C.Valve duty cycle alone
D.Pump current alone
Correct Answer: Measured contact force or pressure distribution
Explanation:
Temperature changes can alter the relationship between commanded pressure and physical contact force. Direct contact measurements better enforce a no-damage constraint.
Incorrect! Try again.
45During robotic arc welding, the seam tracking camera becomes unreliable because of arc glare and smoke. Which sensor arrangement provides the most robust complementary measurement for maintaining torch alignment?
Robotic arc welding sensors
Hard
A.A laser profiler with optical filtering and calibrated standoff sensing
B.A wrist encoder with no external seam measurement
C.A higher-gain camera using the same exposure settings
D.A microphone tuned to the robot's joint frequencies
Correct Answer: A laser profiler with optical filtering and calibrated standoff sensing
Explanation:
A filtered laser profiler can estimate groove geometry and torch standoff using a sensing modality less dependent on visible arc imagery, improving tracking under glare and smoke.
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46A weld robot shows periodic lateral seam-tracking error even though the vision system detects the seam correctly. The error frequency matches wire-feed fluctuations. Which corrective action is most appropriate?
Robotic arc welding sensors
Hard
A.Filter or synchronize measurements with the wire-feed disturbance
B.Increase camera resolution without changing control timing
C.Increase robot speed to average out the error
D.Disable seam tracking during the entire weld
Correct Answer: Filter or synchronize measurements with the wire-feed disturbance
Explanation:
A disturbance at a known periodic frequency can couple into the sensing or control loop. Synchronization, notch filtering, or disturbance compensation can reduce the resulting tracking oscillation.
Incorrect! Try again.
47A mobile robot uses wheel odometry and lidar in a warehouse containing long, repetitive aisles. Which failure mode is most likely if localization relies heavily on scan matching, and which mitigation is strongest?
Use cases of sensor in robot navigation
Hard
A.Lidar overheating; increase scan frequency
B.Wheel encoder saturation; lower the motor voltage
C.Magnetic interference; remove all reflective surfaces
D.Geometric aliasing; fuse odometry with distinctive landmarks or IMU data
Correct Answer: Geometric aliasing; fuse odometry with distinctive landmarks or IMU data
Explanation:
Repetitive aisle geometry can produce multiple plausible scan matches. Odometry, inertial data, or artificial landmarks provide additional constraints for disambiguation.
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48A delivery robot must navigate indoors where lidar is degraded by transparent doors and cameras are degraded by low light. Which sensor-fusion design is most appropriate?
Use cases of sensor in robot navigation
Hard
A.Use wheel odometry and increase the navigation speed
B.Use camera depth as the only obstacle source
C.Use lidar as the only localization source
D.Fuse lidar, camera, inertial, and wheel measurements with confidence weighting
Correct Answer: Fuse lidar, camera, inertial, and wheel measurements with confidence weighting
Explanation:
Each sensor has environment-specific failure modes. Confidence-aware fusion allows the system to reduce reliance on degraded measurements while retaining complementary information.
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49An electronic nose identifies solvent leaks using an array of partially selective gas sensors. Sensor responses drift with humidity and temperature. Which method best preserves classification accuracy over time?
Chemical sensing
Hard
A.Use a larger fixed alarm threshold for every gas
B.Classify each gas using only the most sensitive sensor
C.Discard sensors whose baseline changes during operation
D.Normalize responses and periodically recalibrate with environmental references
Correct Answer: Normalize responses and periodically recalibrate with environmental references
Explanation:
Array-based chemical identification depends on response patterns. Environmental normalization and reference-gas calibration compensate for drift without discarding useful cross-sensor information.
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50A robot samples air near a suspected toxic plume, but its sensor has a slow response and the robot moves rapidly through the plume. Which design change most improves source localization?
Chemical sensing
Hard
A.Model sensor dynamics and combine concentration gradients with wind measurements
B.Average all readings over the entire mission
C.Increase the robot speed to collect more samples
D.Use only the peak concentration recorded at the final waypoint
Correct Answer: Model sensor dynamics and combine concentration gradients with wind measurements
Explanation:
Slow sensor dynamics distort peaks and introduce lag. Dynamic compensation, spatial gradients, and wind direction together provide a more reliable estimate of plume origin.
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51A wearable rehabilitation device estimates knee angle using inertial sensors, but readings drift during a long exercise session. Which additional measurement most directly constrains accumulated orientation error?
Use cases in wearables
Hard
A.A joint-mounted mechanical or optical angle reference
B.A second gyroscope aligned with the first
C.A magnetometer used without magnetic-interference detection
D.A higher sampling rate for the existing gyroscope
Correct Answer: A joint-mounted mechanical or optical angle reference
Explanation:
Gyroscope integration accumulates bias error. A joint-angle reference supplies an independent measurement that can correct drift, whereas another similar gyroscope does not guarantee an absolute constraint.
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52A wearable fall detector must distinguish a true fall from a user quickly sitting in a chair. Which feature combination is most discriminative?
Use cases in wearables
Hard
A.Step count accumulated during the previous hour
B.Instantaneous acceleration magnitude only
C.Heart rate measured after the event only
D.Acceleration, angular velocity, posture transition, and impact timing
Correct Answer: Acceleration, angular velocity, posture transition, and impact timing
Explanation:
Falls involve a characteristic sequence including rapid motion, rotation, impact, and a posture change. Combining these features reduces confusion with ordinary sitting.
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53A precision-irrigation system uses soil-moisture sensors in fields with strongly varying soil texture. A single moisture threshold causes overwatering in some zones. Which strategy is most appropriate?
Use cases of sensors in agriculture
Hard
A.Ignore soil texture and increase irrigation frequency
B.Replace moisture sensing with air-temperature sensing
C.Apply the threshold globally after averaging all sensors
D.Calibrate each zone and control irrigation using plant-available water
Correct Answer: Calibrate each zone and control irrigation using plant-available water
Explanation:
The same volumetric moisture value can represent different water availability in different soils. Zone-specific calibration and plant-available-water estimates support agronomically meaningful control.
Incorrect! Try again.
54An agricultural robot detects crop stress using multispectral imagery, but shadows and changing sunlight produce false positives. Which processing approach best addresses the issue?
Use cases of sensors in agriculture
Hard
A.Classify plants using only the visible red channel
B.Use raw intensity thresholds for each spectral band
C.Normalize reflectance and include illumination-invariant vegetation indices
D.Increase image contrast independently for every field row
Correct Answer: Normalize reflectance and include illumination-invariant vegetation indices
Explanation:
Reflectance calibration and suitable spectral indices reduce sensitivity to illumination changes while preserving information related to chlorophyll, biomass, and water stress.
Incorrect! Try again.
55An unmanned ground vehicle operates in a GPS-denied urban environment where communications may be intermittent. Which navigation architecture best supports continued operation?
Use cases in military
Hard
A.Dead reckoning alone with no map updates
B.Local sensor fusion with inertial, lidar, vision, and terrain-relative mapping
C.GPS waypoint following with longer signal timeouts
D.Remote teleoperation using a high-bandwidth video link
Correct Answer: Local sensor fusion with inertial, lidar, vision, and terrain-relative mapping
Explanation:
Autonomous local perception and map-based localization reduce dependence on GPS and continuous communications, while sensor fusion limits drift and handles individual sensor failures.
Incorrect! Try again.
56A reconnaissance robot must detect a concealed person in vegetation while minimizing false alarms from warm rocks and sunlit surfaces. Which sensor combination is most effective?
Use cases in military
Hard
A.Visible camera and wheel encoders
B.Long-wave infrared, visible imagery, and motion or shape analysis
C.Ultrasonic range sensing and magnetic sensing
D.A high-resolution microphone and barometric sensor
Correct Answer: Long-wave infrared, visible imagery, and motion or shape analysis
Explanation:
Thermal imagery provides temperature contrast, visible imagery adds texture and context, and temporal or shape analysis helps distinguish people from static environmental objects.
Incorrect! Try again.
57A surgical robot uses force sensing at the instrument tip, but cable friction creates hysteresis between measured motor torque and actual tissue force. Which solution best improves force-limited manipulation?
Use cases in healthcare
Hard
A.Reduce sensor resolution to suppress measurement noise
B.Use joint position alone to infer tissue stiffness
C.Increase motor torque and remove force limits
D.Estimate friction online and calibrate force at the instrument tip
Correct Answer: Estimate friction online and calibrate force at the instrument tip
Explanation:
Transmission friction corrupts torque-based force estimates. Tip-level calibration and friction compensation provide a more accurate basis for enforcing tissue-force limits.
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58A hospital transport robot must operate near patients, wheelchairs, and IV poles. Which sensing policy most appropriately balances collision avoidance and efficient motion?
Use cases in healthcare
Hard
A.Use a fixed stopping distance for every object
B.Ignore objects classified as stationary during route planning
C.Use only a forward camera with object classification
D.Fuse 3D ranging with semantic detection and velocity-aware safety zones
Correct Answer: Fuse 3D ranging with semantic detection and velocity-aware safety zones
Explanation:
Range sensing supplies geometry, semantic detection identifies object type, and velocity-aware zones adapt stopping behavior to object motion and uncertainty.
Incorrect! Try again.
59A wearable glucose-monitoring system produces occasional physiologically impossible jumps during exercise. Which validation method should be used before triggering an automated insulin adjustment?
Use cases in healthcare
Hard
A.Replace abnormal readings with the previous value permanently
B.Trigger insulin changes from the largest observed excursion
C.Accept every reading because frequent sampling ensures accuracy
D.Use temporal plausibility checks and redundant physiological measurements
Correct Answer: Use temporal plausibility checks and redundant physiological measurements
Explanation:
A safety-critical controller should reject or flag implausible transients using rate limits, signal-quality checks, and independent measurements before applying therapy changes.
Incorrect! Try again.
60A robot must insert a connector into a socket with tight positional tolerance. Vision provides approximate alignment, while tactile sensors detect contact. Which control strategy best handles small pose errors after contact?
Use cases in tactile sensing
Hard
A.Use force-guided compliance with constrained search along the insertion axes
B.Increase insertion velocity to overcome misalignment
C.Maintain high Cartesian stiffness in all directions
D.Disable tactile feedback after the first contact
Correct Answer: Use force-guided compliance with constrained search along the insertion axes
Explanation:
Compliant force control allows the connector to follow contact constraints and search for alignment without excessive lateral force or damage.
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