Back to Search Start Over

RFSoC Softwarisation of a 2.45 GHz Doppler Microwave Radar Motion Sensor.

Authors :
Hobden, Peter
Nurellari, Edmond
Srivastava, Saket
Source :
Journal of Sensor & Actuator Networks; Oct2024, Vol. 13 Issue 5, p58, 27p
Publication Year :
2024

Abstract

Microwave Doppler sensors are used extensively in motion detection as they are energy-efficient, small-size and relatively low-cost sensors. Common applications of microwave Doppler sensors are for detecting intrusion behind a car roof liner inside an automotive vehicle and to detect moving objects. These applications require a millisecond response from the target for effective detection. A Doppler microwave sensor is ideally suited to the task, as we are only interested in movement of a large water-based mass (i.e., a person) (FMCW Radar also detect static objects). Although microwave components at 2.45   G Hz are now relatively cheap due to mass production of other Industrial Scientific and Medical application (ISM) devices, they do require tuning for temperature compensation, dielectric, and manufacturing variability. A digital solution would be ideal, as chip solutions are known to be more repeatable, but Application-Specific Integrated Circuits (ASICs) are expensive to initially prototype. This paper presents the first completely digital Doppler motion sensor solution at 2.45   G Hz , implemented on the new RFSoC from Xilinx without the need to up/downconvert the frequency externally. Our proposed system uses a completely digital approach bringing the benefits of product repeatability, better overtemperature performance and softwarisation, without compromising any performance metric associated with a comparable analogue motion sensor. The RFSoC shows to give superior distance versus false detection, as the Signal-to-Noise Ratio (SNR) is better than a typical analogue system. This is mainly due to the high gain amplification requirement of an analogue system, making it susceptible to electrical noise appearing in the intermediate-frequency (IF) baseband. The proposed RFSoC-based Doppler sensor shows how digital technology can replace traditional analogue radio frequency (RF). A case study is presented showing how we can use a novel method of using multiple Doppler channels to provide range discrimination, which can be performed in both analogue and in a digital implementation (RFSoC). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22242708
Volume :
13
Issue :
5
Database :
Complementary Index
Journal :
Journal of Sensor & Actuator Networks
Publication Type :
Academic Journal
Accession number :
180525371
Full Text :
https://doi.org/10.3390/jsan13050058