TY - GEN
T1 - Continuous Distributed Processing of Software Defined Radar
AU - Li, Bing
AU - Qiu, Qiang
AU - Gong, Shiqi
AU - Liu, Yongjun
AU - Lei, Yu
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - Software-defined radar has been an active research field for more than ten years. However, the low performance and low scalability of the traditional processing techniques of SDR make it hard to deal with complex radar tasks. The stream processing engine is a software that supports low latency and high scalability distributed data processing. It is widely used in log, image, and video processing scenarios but rarely used in radar applications. This paper reviews processing software-defined radar data by using the stream processing engine, and we illustrate the differences between processing log data and radar data. Furthermore, we discuss some optimizations for stream processing engines to get better performance in the radar data processing.
AB - Software-defined radar has been an active research field for more than ten years. However, the low performance and low scalability of the traditional processing techniques of SDR make it hard to deal with complex radar tasks. The stream processing engine is a software that supports low latency and high scalability distributed data processing. It is widely used in log, image, and video processing scenarios but rarely used in radar applications. This paper reviews processing software-defined radar data by using the stream processing engine, and we illustrate the differences between processing log data and radar data. Furthermore, we discuss some optimizations for stream processing engines to get better performance in the radar data processing.
KW - Software-defined radar
KW - distributed processing
KW - stream processing engine
UR - http://www.scopus.com/inward/record.url?scp=85181149448&partnerID=8YFLogxK
U2 - 10.1109/Radar53847.2021.10028245
DO - 10.1109/Radar53847.2021.10028245
M3 - Conference contribution
AN - SCOPUS:85181149448
T3 - Proceedings of the IEEE Radar Conference
SP - 2876
EP - 2880
BT - 2021 CIE International Conference on Radar, Radar 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 CIE International Conference on Radar, Radar 2021
Y2 - 15 December 2021 through 19 December 2021
ER -