MulticoreWare

Smart Health, Smart Cities & Industry 4.0

Presence Detection: Why Radar Technology Surpasses PIR Sensors

August 2, 2024

 

AuthorsJayshree Pashupati Jha possesses extensive expertise in FMCW MIMO Radar technology for human detection and activity determination.

Sreevatsan Madhavan is an expert in Image Signal Processing and Camera Sensor and has worked on different ISP platforms.

Gokhun Tanyer excels in Systems Engineering, next-generation algorithms for Radar, MIMO, Sparse Arrays, Super resolution, Activity Perception, and Multi-sensor fusion. He is a proud patent holder for his works on Automotive Radar techniques.

Introduction

Detecting the presence of an object is crucial in the indoor environment for various use cases, such as modern smart homes, security systems, and industrial applications. Whether detecting a person in a smart home, assessing food quality in microwaves or fridges, or ensuring product quality in Industry 4.0, achieving high prediction and accuracy in object detection is essential for device efficiency.

Currently, many devices use PIR sensors to detect infrared radiation changes based on the temperature and shape of the object. However, Radar technology, which uses radio waves, is superior to PIR. In this blog post, we will compare the capabilities of PIR and Radar technologies to understand why Radar is emerging as the future choice for reliability and efficiency. 

Understanding of Sensors

Let’s delve into the specifics of each sensor to determine how to make the optimal choice for your needs.

PIR Sensor: The established choice

A Passive Infrared (PIR) sensor is a type of motion detector that detects infrared radiation emitted by objects within its range. By detecting changes in heat signatures from movement, it can recognize motion and subsequently signal its presence. It serves as a pre-filtering mechanism for security cameras, optimizing motion detection and resource usage. 

How does it work?
PIR sensors are made of pyroelectric material, divided into two halves that sense infrared radiation. The sensor is fitted with a Fresnel lens arrangement that enhances the sensor’s field of view by focusing infrared signals onto detection zones. When an object moves within the sensor’s range, it creates a differential change in radiation between the halves that indicates the motion of warm-bodied objects. These changes generate electrical pulses, which the sensor analyzes to distinguish actual motion from environmental fluctuations, ensuring reliable detection.

Radar sensor: Advanced technology

Radar (Radio Detection And Ranging) uses radio waves to detect and locate objects in the environment. Unlike the PIR sensor, it is an active sensing device with its own transmitter producing electromagnetic waves. Its applications vary with frequency: lower frequencies (MHz) are suited for long-range and adverse conditions, while higher frequencies (GHz) offer precise target identification and tracking.

How does it work?
Radar works on the phenomenon of Echo principle. The transmitter of the Radar emits electromagnetic waves that reflect back to the receivers when they hit a target. These received signals are then processed using Digital Signal Processing (DSP) to determine the target’s location, velocity, and direction. Radar calculates range by measuring the round-trip time of the signal, determines velocity through Doppler shifts, and finds angular direction from phase differences detected by different antennas. This provides real-time situational awareness for various surveillance applications.

Analyzing Pros & Cons: PIR vs. Radar

PIR Radar
Detection capability
Detects object presence and motion through infrared
Detects range, azimuth, & elevation of moving objects or shape of stationary objects using range information
Multi-person detection *
No
Yes
Field of View (FoV)
Narrow operational FOV
Wider Operation FOV
Range
Up to 10 meters
Up to few kms (it can penetrate walls indoor)
Environment Factors
Sensitive to temperature, weather, lighting and obstacles
Less affected by temperature, weather, lighting, and obstacles
Cost
Less
Comparatively high
Power consumption
Low
High
Installation
Easy
Complex
Usage
Only indoor applications
Both indoor and outdoor applications
Other facts
Operates in LOS path (problems in corner regions)
Sensitive to small changes and require complex algorithms

The Importance of Presence Detection

By integrating presence detection technologies, we can create smarter, safer, and more efficient environments across multiple fields. It enhances user experience by automating responses, such as adjusting lighting, heating, and cooling. In industrial spaces, it ensures operational safety by monitoring presence and detecting incidents. Let’s delve deeper to understand why Radar can be a better choice.

Why Choose Radar Technology?

We recognize that PIR sensors are easy to integrate and cost-effective solutions but have significant limitations making their reliability in surveillance applications questionable. Radar technology, known for micro-motion detection, can focus on specific directions by adjusting phase and amplitude of the signal, enhancing efficiency and precision in location detection. It not only detects moving objects but also provides details such as the direction and speed of motion, enabling reliable and precise presence detection.

Advanced Radar solutions can filter the detections of rain, wind, and fog making it effective in adverse conditions. They can see through walls and distinguish between humans and small animals, activating security cameras only for humans. It can predict Respiratory Rate (RR) and Heart Rate (HR) when a person is stationary. This versatility makes radar uniquely adaptable for diverse presence detection applications.

Cases Where Radar Excels in Detection

Adaptive street lighting

Utilizing Radar technology, lighting levels can be dynamically adjusted when a person enters the FoV, directing light in their path, and distinguishing human & non-human to optimize energy use efficiently.

Security & Surveillance

Radar can be Integrated in security cameras to detect intruders through walls, track and identify movements, enhancing security in adverse weather conditions and low visibility.

Industrial Automation and Robotics

Radar can accurately track the movements and positions of objects in industrial environments, enabling worker safety and automation processes.

Elderly care

Non-intrusive and non-contact nature of Radar can enhance elderly care with privacy and independence while tracking inactivity, movements, occupancy,  fall, ensuring the safety and well-being. Read our blog on Transforming Elderly Care with our Deep Learning Radar Technology

Conclusion

In this blog, we have discussed how Radar is superior to PIR and should be incorporated into the various products, where PIR is used, to enhance reliability and to improve user experience by minimizing false alarms. Also, in the current era, AI has enhanced the output analysis from Radar signals. The artificial algorithm can be ported to the DSP and FPGA to boost results and make the device energy efficient.

At MulticoreWare, we have expertise in advanced signal processing and artificial intelligence to develop custom algorithms and enhance the performance and reliability of Radar solutions on edge. To know more, reach us at info@multicorewareinc.com

View our services in Smart City | Smart Health | Industry 4.0

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