IoT-enabled devices such as wearables monitor patient vitals in real time and share data with healthcare providers.
Incorrect! Try again.
17In agriculture, IoT sensors are mainly used to monitor:
role of IOT and cloud computing in condition monitoring of plant processes, health care, agriculture, manufacturing, automobiles and smart grid
Easy
A.Mobile phone games
B.Television channels
C.Soil moisture and crop conditions
D.Internet browsing history
Correct Answer: Soil moisture and crop conditions
Explanation:
IoT sensors in smart farming measure parameters like soil moisture, temperature, and humidity to improve crop management.
Incorrect! Try again.
18What is the main role of cloud computing in IoT systems?
role of IOT and cloud computing in condition monitoring of plant processes, health care, agriculture, manufacturing, automobiles and smart grid
Easy
A.Supplying electrical power to devices
B.Storing and processing data from connected devices
C.Generating physical sensors
D.Manufacturing microcontrollers
Correct Answer: Storing and processing data from connected devices
Explanation:
Cloud computing provides scalable storage and processing power to handle large volumes of data collected by IoT devices.
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19A smart grid primarily uses IoT and sensors to:
role of IOT and cloud computing in condition monitoring of plant processes, health care, agriculture, manufacturing, automobiles and smart grid
Easy
A.Stop electricity usage completely
B.Produce coal for power plants
C.Replace all power lines with batteries
D.Monitor and manage electricity distribution efficiently
Correct Answer: Monitor and manage electricity distribution efficiently
Explanation:
A smart grid uses IoT, sensors, and communication to monitor and optimize the generation and distribution of electricity.
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20Condition monitoring of plant machinery using IoT helps mainly to:
role of IOT and cloud computing in condition monitoring of plant processes, health care, agriculture, manufacturing, automobiles and smart grid
Easy
A.Increase the size of machines
B.Detect faults early and reduce downtime
C.Remove the need for electricity
D.Make machines heavier
Correct Answer: Detect faults early and reduce downtime
Explanation:
IoT-based condition monitoring tracks parameters like vibration and temperature to predict faults and reduce unplanned downtime.
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21A digital washing machine controller is dedicated to running only wash cycles and cannot be reprogrammed by the user for other tasks. Which characteristic of embedded systems does this best illustrate?
introduction to embedded system
Medium
A.General-purpose computing capability
B.Application-specific and dedicated functionality
C.High-latency batch processing
D.Unlimited reconfigurable software
Correct Answer: Application-specific and dedicated functionality
Explanation:
Embedded systems are designed for a specific dedicated task rather than general-purpose computing, which is why the controller only performs wash-cycle functions.
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22Which combination of constraints is most typical when designing a battery-powered embedded device such as a fitness band?
introduction to embedded system
Medium
A.No timing constraints and large size
B.High power draw and unlimited memory
C.Maximum cost and manual operation
D.Low power consumption and real-time response
Correct Answer: Low power consumption and real-time response
Explanation:
Battery-powered embedded devices must minimize power use while still meeting real-time response requirements for sensing and feedback.
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23A real-time embedded system in an airbag controller must respond within a strict deadline. Missing this deadline causes system failure. This is an example of which type of system?
introduction to embedded system
Medium
A.Non-real-time system
B.Soft real-time system
C.Hard real-time system
D.Batch processing system
Correct Answer: Hard real-time system
Explanation:
In a hard real-time system, missing a deadline is catastrophic. An airbag must deploy within milliseconds, so it is a hard real-time application.
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24An engineer needs a single chip containing CPU, RAM, ROM, and I/O ports for a low-cost temperature logger. Which device is the most suitable choice?
comparison of microprocessor and micro-controller
Medium
A.External DRAM module
B.Discrete logic gates
C.Microcontroller
D.Microprocessor
Correct Answer: Microcontroller
Explanation:
A microcontroller integrates CPU, memory, and I/O on one chip, making it ideal and cost-effective for dedicated low-cost control applications.
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25Why does a microprocessor-based system generally require more external components than a microcontroller-based system?
comparison of microprocessor and micro-controller
Medium
A.The microprocessor cannot execute arithmetic
B.The microprocessor has slower clock speeds
C.Memory and I/O are not integrated on the microprocessor chip
D.The microprocessor consumes no power
Correct Answer: Memory and I/O are not integrated on the microprocessor chip
Explanation:
A microprocessor contains only the CPU, so external RAM, ROM, and I/O interfaces must be added, increasing component count.
Incorrect! Try again.
26Which statement best compares typical use cases of microprocessors and microcontrollers?
comparison of microprocessor and micro-controller
Medium
A.Microprocessors suit computation-heavy general systems; microcontrollers suit dedicated control tasks
B.Both are unable to interface with sensors
C.Microprocessors suit dedicated control; microcontrollers suit general computing
D.Both are used only in desktop computers
Correct Answer: Microprocessors suit computation-heavy general systems; microcontrollers suit dedicated control tasks
Explanation:
Microprocessors handle high-performance general-purpose computing (PCs, servers), while microcontrollers are optimized for dedicated embedded control.
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27A microcontroller is often said to follow a Harvard architecture while many microprocessors use von Neumann architecture. What is the key implication of Harvard architecture?
comparison of microprocessor and micro-controller
Medium
A.No ability to store programs
B.A single shared bus for all memory
C.Separate buses for program and data memory
D.Elimination of the CPU
Correct Answer: Separate buses for program and data memory
Explanation:
Harvard architecture uses separate memory and buses for instructions and data, allowing simultaneous access and faster execution in many microcontrollers.
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28On an Arduino Uno, which function is used to read a varying analog voltage from a sensor such as an LDR?
introduction of arduino and sensors
Medium
A.analogRead()
B.digitalWrite()
C.pinMode()
D.Serial.print()
Correct Answer: analogRead()
Explanation:
analogRead() samples an analog input pin and returns a digitized value, suitable for reading continuously varying sensor voltages.
Incorrect! Try again.
29The Arduino Uno's analog-to-digital converter has 10-bit resolution. How many discrete levels can it represent?
introduction of arduino and sensors
Medium
A.1024
B.4096
C.512
D.256
Correct Answer: 1024
Explanation:
A 10-bit ADC resolves discrete levels, mapping input voltage (0–5 V) to values from 0 to 1023.
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30A designer wants to measure distance to an obstacle for an automatic parking system. Which sensor is most appropriate?
introduction of arduino and sensors
Medium
A.LDR (light sensor)
B.Thermistor
C.Ultrasonic sensor
D.Hall-effect switch
Correct Answer: Ultrasonic sensor
Explanation:
An ultrasonic sensor measures distance using echo time of sound waves, making it well suited for obstacle and parking-distance detection.
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31Which classification best describes a thermocouple used with an Arduino to measure temperature?
introduction of arduino and sensors
Medium
A.Communication module
B.Actuator converting electrical to motion
C.Digital sensor producing only 0 or 1
D.Analog sensor producing a continuous voltage
Correct Answer: Analog sensor producing a continuous voltage
Explanation:
A thermocouple outputs a small continuous voltage proportional to temperature difference, so it is an analog sensor.
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32In an Arduino sketch, which function runs continuously and repeatedly after startup to handle ongoing sensor polling?
introduction of arduino and sensors
Medium
A.init()
B.setup()
C.loop()
D.main()
Correct Answer: loop()
Explanation:
setup() runs once at startup; loop() then executes repeatedly, making it the place for continuous sensor reading and control logic.
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33In an IoT-based plant condition-monitoring system, vibration sensors on a motor send data to the cloud, which detects a rising trend before failure. This capability is best described as:
role of IOT and cloud computing in condition monitoring of plant processes
Medium
A.Predictive maintenance
B.Reactive repair after breakdown
C.Random fault guessing
D.Manual periodic inspection only
Correct Answer: Predictive maintenance
Explanation:
Analyzing sensor trends in the cloud to anticipate failures before they occur is predictive maintenance, reducing downtime compared to reactive repair.
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34Why is cloud computing advantageous for storing and analyzing data from thousands of plant sensors?
role of IOT and cloud computing in condition monitoring of plant processes
Medium
A.It requires no network connectivity
B.It permanently stops all machine faults
C.It eliminates the need for any sensors
D.It offers scalable storage and processing on demand
Correct Answer: It offers scalable storage and processing on demand
Explanation:
Cloud platforms provide scalable, on-demand storage and computing power to handle large volumes of sensor data for analytics.
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35An IoT monitoring system needs instant local reaction to a dangerous pressure spike without waiting for the cloud. Which approach addresses this requirement?
role of IOT and cloud computing in condition monitoring of plant processes
Medium
A.Sending all data only to a distant cloud
B.Disabling the sensors
C.Monthly manual data upload
D.Edge computing near the sensor
Correct Answer: Edge computing near the sensor
Explanation:
Edge computing processes data locally close to the source, enabling fast real-time responses to critical conditions without cloud round-trip delays.
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36A wearable IoT device continuously transmits a patient's heart rate to doctors for remote observation. This application is best known as:
health care
Medium
A.Remote patient monitoring
B.Hospital catering
C.In-person surgery
D.Pharmacy billing
Correct Answer: Remote patient monitoring
Explanation:
Continuously streaming vital signs from a wearable to clinicians for off-site observation is remote patient monitoring, a key IoT healthcare use case.
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37A smart-farming IoT system uses soil-moisture sensors to turn on irrigation only when moisture drops below a threshold. What is the primary benefit?
agriculture
Medium
A.Increased water wastage
B.Higher fuel consumption
C.Removal of all crops
D.Efficient water usage
Correct Answer: Efficient water usage
Explanation:
Threshold-based irrigation waters crops only when needed, conserving water and improving efficiency in precision agriculture.
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38In a smart manufacturing line, IoT sensors feed real-time production data to a dashboard that automatically flags defective units. This is a core concept of:
manufacturing
Medium
A.Industry 4.0
B.Paper-based record keeping
C.Manual assembly only
D.Pre-electricity production
Correct Answer: Industry 4.0
Explanation:
Industry 4.0 integrates IoT sensors, data analytics, and automation for smart, connected manufacturing with real-time quality monitoring.
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39A connected car uploads engine diagnostics to the cloud, which alerts the driver about an impending component failure. This feature primarily relies on:
automobiles
Medium
A.IoT telematics and cloud analytics
B.Printed service manuals
C.A standalone offline odometer
D.Mechanical gear ratios only
Correct Answer: IoT telematics and cloud analytics
Explanation:
Vehicle telematics transmits diagnostic data over IoT networks to the cloud, where analytics predict failures and notify the driver.
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40A smart grid uses IoT-enabled smart meters that allow two-way communication between consumers and the utility. What is a key advantage of this over traditional meters?
smart grid
Medium
A.Inability to measure consumption
B.Reading only once per year manually
C.No communication with the utility
D.Real-time demand response and dynamic load management
Correct Answer: Real-time demand response and dynamic load management
Explanation:
Smart meters enable two-way data flow, letting utilities balance load in real time and consumers adjust usage, improving grid efficiency.
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41A real-time embedded system must guarantee a response to a sensor interrupt within . The CPU runs at and the interrupt latency plus the ISR consumes clock cycles. By what minimum factor must the clock be increased to safely meet a stricter deadline of ?
introduction to embedded system
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
At , cycles take . To meet , required frequency . Factor .
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42Which characteristic most sharply distinguishes a hard real-time embedded system from a soft real-time embedded system?
introduction to embedded system
Hard
A.It never uses interrupts for timing control
B.Missing a deadline causes total system failure, not just degraded quality
C.It stores more data in non-volatile memory
D.It always uses a faster processor than soft real-time systems
Correct Answer: Missing a deadline causes total system failure, not just degraded quality
Explanation:
In hard real-time systems a missed deadline is a catastrophic failure (e.g., airbag deployment), whereas soft real-time systems tolerate occasional misses with only reduced quality of service.
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43A design requires on-chip RAM, ROM, timers, and ADC in a single IC for a low-cost washing machine controller. Choosing a microprocessor instead of a microcontroller would MOST directly cause which penalty?
comparison of microprocessor and micro-controller
Hard
A.Increased board area, cost, and power due to external peripheral chips
B.Loss of the ability to run assembly language
C.Inability to execute any interrupt service routine
D.Reduced instruction set width limiting arithmetic
Correct Answer: Increased board area, cost, and power due to external peripheral chips
Explanation:
A microprocessor has only the CPU, so RAM, ROM, timers, and ADC must be added externally, raising cost, PCB area, and power—exactly what an integrated microcontroller avoids.
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44The 8051 microcontroller uses a Harvard architecture while a typical general-purpose microprocessor uses von Neumann. What is the key performance consequence of this difference?
comparison of microprocessor and micro-controller
Hard
A.Program memory can never be larger than data memory
B.Interrupts are completely eliminated
C.Simultaneous instruction fetch and data access improve throughput
D.Only one addressing mode becomes available
Correct Answer: Simultaneous instruction fetch and data access improve throughput
Explanation:
Harvard architecture separates program and data buses, allowing the instruction fetch and data read/write to occur in parallel, improving instruction throughput compared to the shared single bus of von Neumann.
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45A system must perform heavy floating-point image processing with a large external DRAM and run a full OS. Which selection and reasoning is correct?
comparison of microprocessor and micro-controller
Hard
A.Microcontroller, because its on-chip RAM handles large images
B.Microcontroller, because it has a built-in FPU superior to any microprocessor
C.Microprocessor, because it scales with large external memory and OS support
D.Microprocessor, because it cannot interface external memory
Correct Answer: Microprocessor, because it scales with large external memory and OS support
Explanation:
General-purpose microprocessors are optimized for high computation, large external memory, and running full operating systems, whereas microcontrollers have limited on-chip resources unsuited to large image buffers.
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46An Arduino Uno (ATmega328P) uses a -bit ADC with a reference. A sensor outputs . What raw ADC value and resolution per step apply?
introduction of arduino and sensors
Hard
A.Value , step
B.Value , step
C.Value , step
D.Value , step
Correct Answer: Value , step
Explanation:
Step . ADC value .
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47A designer connects a logic sensor's output to an Arduino Uno ( logic) input and reads correct HIGH values, but connecting the Uno's output to the sensor's input risks damage. What is the correct explanation?
introduction of arduino and sensors
Hard
A.The Uno interprets as LOW always
B.Both directions are always safe without level shifting
C.The sensor cannot output any logic HIGH at
D. exceeds the Uno's HIGH threshold, but exceeds the sensor's max input rating
Correct Answer: exceeds the Uno's HIGH threshold, but exceeds the sensor's max input rating
Explanation:
The Uno's HIGH threshold (~) is met by , so reading works. But driving into a device can exceed its absolute maximum rating, requiring a level shifter.
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48A resistive sensor is read via a voltage divider with a fixed resistor and supply. For best ADC sensitivity near the sensor's nominal resistance , which statement is correct?
introduction of arduino and sensors
Hard
A.Sensitivity is maximized because the divider output is near mid-scale ()
B.Sensitivity is lowest because output saturates at
C.Output voltage is independent of
D.The ADC cannot resolve any change at this point
Correct Answer: Sensitivity is maximized because the divider output is near mid-scale ()
Explanation:
When the fixed resistor equals the nominal sensor resistance, output , placing operation at the steepest, most sensitive part of the divider transfer curve.
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49Why does the Arduino delay() function create problems in a system that must simultaneously poll three sensors at different rates?
introduction of arduino and sensors
Hard
A.It blocks the CPU, preventing other tasks during the delay interval
B.It increases the ADC resolution unpredictably
C.It resets the microcontroller after each call
D.It disables all GPIO pins permanently
Correct Answer: It blocks the CPU, preventing other tasks during the delay interval
Explanation:
delay() is a busy-wait that halts program flow, so no other sensor can be serviced meanwhile. A millis()-based non-blocking scheduler is required for concurrent multi-rate polling.
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50In a plant condition-monitoring system, vibration sensors sample at . To detect a fault signature at without aliasing, which sampling and processing choice is correct?
role of IOT and cloud computing in condition monitoring of plant processes
Hard
A. satisfies Nyquist (), so is detectable
B.A signal requires at least sampling only
C.Sampling frequency is irrelevant to aliasing
D. is below Nyquist for , so detection fails
Correct Answer: satisfies Nyquist (), so is detectable
Explanation:
Nyquist requires . For a component, must exceed ; satisfies this, allowing the fault frequency to be captured without aliasing.
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51A plant uses edge computing before sending data to the cloud. Which scenario BEST justifies processing at the edge rather than purely in the cloud?
role of IOT and cloud computing in condition monitoring of plant processes
Hard
A.Long-term trend archival over several years
B.Monthly aggregate report generation
C.Cross-site statistical benchmarking of all plants
D.Low-latency shutdown decisions needed within milliseconds on local vibration spikes
Correct Answer: Low-latency shutdown decisions needed within milliseconds on local vibration spikes
Explanation:
Edge computing minimizes round-trip latency and dependence on connectivity, making it ideal for time-critical local safety actions; archival, reports, and cross-site analytics are better suited to the cloud.
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52An IoT gateway transmits sensor readings per second, each , over a link. What minimum raw throughput is required, ignoring protocol overhead?
role of IOT and cloud computing in condition monitoring of plant processes
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Data rate .
Incorrect! Try again.
53A wearable IoT ECG device must prioritize detecting life-threatening arrhythmia locally while uploading full waveforms to the cloud. Which architecture best balances reliability and bandwidth?
health care
Hard
A.Run arrhythmia detection on-device; stream compressed waveforms to cloud for review
B.Send every raw sample to cloud and wait for cloud diagnosis before alerting
C.Store all data on-device only and never transmit
D.Perform all detection in the cloud with no local processing
Correct Answer: Run arrhythmia detection on-device; stream compressed waveforms to cloud for review
Explanation:
Local detection guarantees timely alerts even if connectivity drops, while compressed cloud uploads conserve bandwidth and support deeper offline analysis—combining responsiveness with scalability.
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54In a cloud-connected patient monitoring system, which design flaw most directly violates patient data security requirements?
health care
Hard
A.Using redundant cloud storage regions
B.Transmitting physiological data over unencrypted HTTP
C.Compressing waveforms before transmission
D.Buffering readings locally before upload
Correct Answer: Transmitting physiological data over unencrypted HTTP
Explanation:
Sending sensitive health data without encryption exposes it to interception, breaching privacy/security standards. Encryption (e.g., TLS/HTTPS) is mandatory; redundancy, buffering, and compression do not themselves compromise security.
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55A smart irrigation system uses soil-moisture sensors and a cloud model. During a multi-day network outage, which edge-level fallback best preserves crop health?
agriculture
Hard
A.System deletes sensor data to save memory
B.Local controller irrigates using threshold rules on cached sensor data
C.System irrigates continuously at maximum flow
D.System halts all irrigation until cloud reconnects
Correct Answer: Local controller irrigates using threshold rules on cached sensor data
Explanation:
A resilient design keeps essential control logic at the edge, so simple moisture-threshold rules maintain irrigation during outages, avoiding both crop stress and water waste from the other options.
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56A field deploys LoRa soil sensors each reporting once every . What is the average aggregate message rate the gateway must handle?
agriculture
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Each sensor sends . For sensors: , well within LoRa's low-duty-cycle design.
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57In a smart factory, predictive maintenance uses IoT vibration data and cloud ML. What is the primary advantage over traditional scheduled (time-based) maintenance?
manufacturing
Hard
A.It eliminates the need for any sensors on machines
B.Maintenance is triggered by actual equipment condition, reducing unplanned downtime
C.It removes the need for cloud or network connectivity
D.It guarantees machines never fail under any circumstance
Correct Answer: Maintenance is triggered by actual equipment condition, reducing unplanned downtime
Explanation:
Predictive maintenance uses real condition data to service equipment just before failure, cutting both unnecessary scheduled servicing and costly unplanned breakdowns—unlike fixed-interval maintenance.
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58A manufacturing line's IoT system shows rising false-alarm rates after adding more sensors. Which root cause is most consistent with this symptom?
manufacturing
Hard
A.Removal of the cloud analytics layer
B.Fixed thresholds not adapted to increased sensor noise and correlation
C.Reduced total data volume from the line
D.Lower sampling frequency on all channels
Correct Answer: Fixed thresholds not adapted to increased sensor noise and correlation
Explanation:
Adding sensors raises aggregate noise and correlated readings; static thresholds then trip more often, generating false alarms. Adaptive or statistically-tuned thresholds are needed to control the false-positive rate.
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59In a connected vehicle, which function MUST remain on an embedded ECU rather than depend on cloud computing, and why?
automobiles
Hard
A.Over-the-air firmware distribution, due to version management
B.Infotainment music streaming, due to large data size
C.Anti-lock braking control, due to millisecond-level safety-critical latency
D.Fleet-wide fuel-economy benchmarking, due to data aggregation
Correct Answer: Anti-lock braking control, due to millisecond-level safety-critical latency
Explanation:
Safety-critical closed-loop control like ABS requires deterministic millisecond response and cannot tolerate network latency or outages, so it must run on the local embedded ECU; the others tolerate cloud involvement.
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60A smart grid uses IoT smart meters for demand response. During a sudden generation shortfall, which cloud+edge mechanism most effectively prevents a cascading blackout?
smart grid
Hard
A.Edge-level automatic load shedding guided by cloud demand-response signals
B.Disabling all smart meters until supply recovers
C.Waiting for monthly cloud billing reports to adjust tariffs
Fast local load shedding at the edge, coordinated by cloud demand-response commands, rebalances supply and demand within the needed timescale, preventing frequency collapse and cascading failures.
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