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NPTEL Introduction To Industry 4.0 And Industrial Internet Of Things Week 1 Answers | JULY 2024

 




What is the primary function of a transducer?

a. To store energy

b. To convert signal from one physical form to another physical form

c. To generate eddy current

d. To generate heat


The primary function of a transducer is to convert a signal from one physical form to another physical form. So the answer is (b).

Here's a breakdown of the other options:


(a) Store energy: While some transducers can temporarily store energy during conversion, this isn't their primary function. Their main purpose is the conversion itself.

(c) Generate eddy current: Eddy currents are a specific type of phenomenon that can occur in conducting materials due to a changing magnetic field. Not all transducers generate eddy currents, and it's not their primary function.

(d) Generate heat: Similar to eddy currents, heat generation can be a byproduct of energy conversion in transducers, but it's not the primary goal.



Which device converts sound to an electrical signal?

a. Speaker

b. Antenna

c. Microphone

d. Strain gauge

You are absolutely right! The device that converts sound to an electrical signal is a:


(c) Microphone


Speakers convert electrical signals into sound waves.

Antennas transmit and receive electromagnetic waves, not sound.

Strain gauges measure mechanical stress or strain, not sound.



Which sensor can detect gases like LPG, CH4, and CO?

a. DHT22

b. MQ-5

c. HC-SR04

d. PIR




Out of the listed options, the sensor that can detect gases like LPG (Liquefied Petroleum Gas), CH4 (Methane), and CO (Carbon Monoxide) is:


(b) MQ-5


Here's why the other options are not suitable for gas detection:


DHT22: This sensor measures humidity and temperature, not gases.

HC-SR04: This sensor uses ultrasonic sound waves to detect distance, not gases.

PIR (Passive Infrared): This sensor detects infrared radiation emitted by objects, not specific gases.

MQ-series sensors, particularly the MQ-5, are commonly used for detecting various gases, including LPG, CH4, and CO. They work by having a metal oxide semiconductor (MOS) element that changes conductivity in the presence of the target gas.





What does 'Resolution' indicate in a sensor?

a. The correctness of the output

b. The smallest change in input that can be detected

c. The range of sensing

d. The difference between standard and measured values


In the context of sensors, resolution refers to:


(b) The smallest change in input that can be detected


Here's why the other options are not quite accurate:


(a) Correctness of the output: This is more related to the sensor's accuracy, which refers to how closely its measurements match the actual values. Resolution focuses on the level of detail it can capture.

(c) The range of sensing: This describes the overall spectrum or limits within which the sensor can detect something. Resolution deals with the smallest measurable difference within that range.

(d) Difference between standard and measured values: This relates to accuracy again. Resolution is about the sensor's ability to discern fine gradations within its sensing range.



Which modulation technique is used by Zigbee for the 2.4 GHz band?

a. BPSK

b. QPSK

c. OQPSK

d. FSK



You're right! Zigbee uses (c) OQPSK (Offset Quadrature Phase Shift Keying) for the 2.4 GHz band.


Here's a bit more detail on OQPSK:


It offers a good balance between data rate and complexity compared to other modulation techniques.

OQPSK modulates the data onto the carrier signal using four different phases, allowing for higher data rates than BPSK (Binary Phase Shift Keying) used in lower frequency Zigbee bands.

The "offset" in OQPSK helps to reduce spectral overlap and improve coexistence with other devices in the crowded 2.4 GHz band.


What does 6LoWPAN optimize?

a. Load balancing in Legacy High-power networks

b. Packet transmission in Low-power and lossy networks (LLN)

c. Cryptography in Medium-power networks

d. Error detection in Long-range networks



You are on the right track! 6LoWPAN optimizes for:


(b) Packet transmission in Low-power and lossy networks (LLN)


Here's why the other options are not the primary focus of 6LoWPAN:


(a) Load balancing: While some routing protocols within 6LoWPAN networks might consider load balancing, it's not the main goal. The focus is on efficient data transmission for low-power devices.

(c) Cryptography: Security is important, but 6LoWPAN doesn't necessarily optimize for specific cryptographic algorithms. It can work with various security layers.

(d) Error detection: Error detection mechanisms are crucial in any network, but 6LoWPAN prioritizes optimizing data transmission despite potential packet loss in these low-power environments.

By enabling IPv6 communication on low-power networks, 6LoWPAN allows for efficient data exchange with minimal energy consumption. This is key for battery-powered devices in resource-constrained networks like those used in the Internet of Things (IoT).


How long is the Network ID in a Z-Wave network?

a. 1 Byte

b. 2 Bytes

c. 4 Bytes

d. 8 Bytes

The Network ID in a Z-Wave network is:


(c) 4 Bytes

Also known as the Home ID, it has a length of 32 bits, which translates to 4 bytes. This allows for a significant number of unique Z-Wave networks to coexist without interference.


Which range is typical for Class 1 Bluetooth radios?

a. 1 meter

b. 10 meters

c. 30 meters

d. 100 meters


The typical range for Class 1 Bluetooth radios is:


(d) 100 meters


Here's why the other options are less common for Class 1 Bluetooth:


1 meter: This is a very short range, more typical of Class 3 Bluetooth devices.

10 meters: This is the standard range for Class 2 Bluetooth, which is commonly used in consumer electronics like headphones.

30 meters: While Class 1 Bluetooth can potentially reach beyond 30 meters in ideal conditions, 100 meters is the standard reference point for its range capability.







What does the Constrained RESTful Environments (CORE) framework include for service discovery?

a. Registration Interface (RI)

b. Resource Directory (RD)

c. REST based protocols such as HTTP and CoAP

d. All of the above


The Constrained RESTful Environments (CORE) framework includes all of the above for service discovery:


(d) All of the above


Here's why each element is important for service discovery in CORE:


Registration Interface (RI): This allows devices to register their services with the network, providing information about their capabilities and how to access them.

Resource Directory (RD): This acts as a central repository for storing information about registered services. Other devices can query the RD to find the services they need.

REST based protocols such as HTTP and CoAP: These lightweight protocols enable communication between devices for registration, discovery, and interaction with services.

By utilizing these elements together, CORE facilitates efficient service discovery in resource-constrained environments where bandwidth and processing power are limited.








Which policy controls the duration for which transmitted data is considered to be valid in an IoT network?

a. History policy

b. Latency budget policy

c. Lifespan policy

d. Deadline policy



Out of the listed options, the policy that controls the duration for which transmitted data is considered valid in an IoT network is:


(c) Lifespan policy


Here's why the other options are not as relevant:


(a) History policy: This policy typically focuses on how many previous data points are stored or accessible, not necessarily their validity duration.

(b) Latency budget policy: This policy concentrates on managing the acceptable delay for data transmission, not the data's inherent validity timeframe.

(d) Deadline policy: Similar to latency budget, deadline policy sets a time limit for completing an action or receiving data, not necessarily its validity after arrival.

Lifespan policy specifically addresses the concept of data validity. It determines how long the transmitted data from a sensor or device remains relevant and usable within the IoT network. This can be crucial in situations where sensor readings can become outdated quickly, or where long-term historical data isn't necessary.








How many levels of QoS does MQTT support?

a. 2

b. 3

C. 4

d. 5



MQTT supports  3 levels of Quality of Service (QoS). These levels define how reliably messages are delivered between publishers and subscribers:


QoS 0: At most once - This is the fastest but least reliable level. The message is sent only once, and there's no guarantee the subscriber will receive it.

QoS 1: At least once - The message is delivered at least once, but there's a possibility of duplicates. The publisher receives an acknowledgement (ACK) from the subscriber, and if not received within a timeout, the message is retransmitted.

QoS 2: Exactly once - This is the most reliable level but also the slowest. It ensures the message is delivered exactly once using a four-handshake process between publisher, broker, and subscriber.







Which protocol is CoAP based on?

a. TCP

b. FTP

c. UDP

d. HTTP



The protocol CoAP is based on is:


(c) UDP


CoAP, which stands for Constrained Application Protocol, is designed for resource-constrained devices in the Internet of Things (IoT) environment. UDP (User Datagram Protocol) is a simpler and faster alternative to TCP (Transmission Control Protocol) that makes it suitable for these resource-limited devices.


Here's a breakdown of why the other options are not correct:


(a) TCP: TCP is a connection-oriented protocol that establishes a reliable connection before data transmission. This adds overhead that CoAP aims to avoid for efficient communication in constrained environments.

(b) FTP: File Transfer Protocol (FTP) is specifically designed for file transfer and not for general data exchange like CoAP.

(d) HTTP: While CoAP borrows some concepts from HTTP, like request-response methods and resource identification using URIs, it uses UDP as its underlying transport protocol for a lighter weight and faster exchange.







For what kind of applications is AMQP optimized for?

a. Entertainment

b. Financial

c. Vehicular

d. Educational



AMQP (Advanced Message Queuing Protocol) is optimized for applications that require reliable and asynchronous message exchange between different parts of a system. Here's why the other options are not the primary focus of AMQP:


Entertainment: While AMQP could be used in some aspects of entertainment applications, like streaming services, it's not specifically optimized for entertainment features.

Vehicular: While real-time communication might be important in some vehicular applications, AMQP is more focused on reliable message delivery even with potential delays, which might not be ideal for time-critical vehicular control systems.

Educational: Similar to entertainment, AMQP can be a part of educational applications, but its core functionalities are not specifically tailored for educational purposes.

Let's delve into what AMQP excels at:


Financial: Financial applications often require high reliability and security for data exchange, especially for transactions and sensitive information. AMQP's features like message queuing, routing, and support for security mechanisms make it a good fit for these needs.

Other Enterprise Applications: AMQP is widely used in various enterprise applications where reliable message exchange is crucial. This can include e-commerce platforms, logistics and supply chain management, manufacturing, and more. In these scenarios, AMQP ensures messages are delivered even if there are temporary outages or delays, maintaining data integrity and system functionality.

In essence, AMQP is a powerful tool for building robust and scalable messaging systems across various industries that prioritize reliable and asynchronous communication.








Which layer in IoT architecture is responsible for predictive analytics and data management?

a. Sensing layer

b. Networking layer

c. Service layer

d. Interface layer



The layer in IoT architecture responsible for predictive analytics and data management is the (c) Service layer.


Here's why the other layers are not responsible for these tasks:


Sensing layer: This layer focuses on collecting raw data from sensors and actuators.

Networking layer: This layer is responsible for transmitting data between different devices and the cloud.

Interface layer: This layer provides a way for users to interact with the IoT system, but it doesn't handle complex data analysis or management.

The service layer, also sometimes called the application layer or analytics layer, performs higher-level processing on the collected data. This includes tasks like:


Data filtering and pre-processing: Cleaning and preparing the raw data for further analysis.

Data analytics: Performing calculations, applying machine learning algorithms, and extracting insights from the data.

Predictive analytics: Using historical and real-time data to forecast future events or system behavior.

Data storage and management: Storing and organizing data for future use and analysis.

Decision making and control: Using the extracted insights to make automated decisions or control devices within the IoT system.

Therefore, the service layer plays a critical role in transforming raw sensor data into actionable information and enabling intelligent behavior within the IoT system.








State True or False. A sensor's accuracy does not depend upon it's resolution.

a. True

b. False

The answer is b. False.


Sensor accuracy and resolution are interrelated but distinct concepts.


Sensor resolution refers to the smallest change in the physical quantity that a sensor can detect. It defines the level of detail the sensor can capture.

Sensor accuracy refers to how close a sensor's measurements are to the actual value being measured. It indicates the correctness of the sensor's output.

Here's why they are not the same:


A sensor can have high resolution but low accuracy. This means it can detect very small changes, but its measurements might be consistently off from the true value.

Conversely, a sensor can have low resolution but high accuracy. It might not detect very fine details, but its measurements within its range are very close to the actual values.

Therefore, for a sensor to be truly reliable, it needs to have both good resolution (to capture details) and good accuracy (to provide correct measurements). 

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