TY - GEN
T1 - A study of compressed sensing based collision avoidance by multi-sensor CW radar data
AU - Azodi, Hossein
AU - Siart, Uwe
AU - Eibert, Thomas F.
N1 - Publisher Copyright:
© 2014 EuMA.
PY - 2014
Y1 - 2014
N2 - Compressed sensing algorithms are studied for the purpose of detecting targets and estimating their motion states in a collision warning radar system which consists of 4 continuous-wave (CW) modules operating in the industrial, scientific, and medical (ISM) frequency band around 24GHz. A method for sparse representation and a discretization adjusted to the problem are investigated. Also, the capabilities of various estimation algorithms belonging to the two groups of basis and greedy pursuits are compared considering the fine discretization in the six dimensional solution space.
AB - Compressed sensing algorithms are studied for the purpose of detecting targets and estimating their motion states in a collision warning radar system which consists of 4 continuous-wave (CW) modules operating in the industrial, scientific, and medical (ISM) frequency band around 24GHz. A method for sparse representation and a discretization adjusted to the problem are investigated. Also, the capabilities of various estimation algorithms belonging to the two groups of basis and greedy pursuits are compared considering the fine discretization in the six dimensional solution space.
KW - Anti-collision radar
KW - Compressed sensing
KW - Incoherent radar sensor network
KW - Moving target parameters estimation
UR - http://www.scopus.com/inward/record.url?scp=84929377969&partnerID=8YFLogxK
U2 - 10.1109/EuRAD.2014.6991259
DO - 10.1109/EuRAD.2014.6991259
M3 - Conference contribution
AN - SCOPUS:84929377969
T3 - European Microwave Week 2014: "Connecting the Future", EuMW 2014 - Conference Proceedings; EuRAD 2014: 11th European Radar Conference
SP - 269
EP - 272
BT - European Microwave Week 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th European Radar Conference, EuRAD 2014 - Held as Part of the 44th European Microwave Week, EuMW 2014
Y2 - 8 October 2014 through 10 October 2014
ER -