TY - JOUR
T1 - Interference avoidance and cancellation in automotive OFDM radar networks
AU - Lin, Yu Chien
AU - Lee, Ta-Sung
AU - Lin, Chia Hung
PY - 2020/12
Y1 - 2020/12
N2 - With increasing use of millimeter-wave radars in driving safety applications, interference between vehicles becomes a significant issue. Moreover, oscillator imperfections and relative velocity effects induce inter-carrier interference (ICI) owing to frequency offset, leading to degradation of target detection. In this paper, time-frequency resources are divided into several orthogonal logical channels according to the time-frequency division (TFD) scheme. We propose a two-stage interference mitigation method. First, an interference avoidance technique is designed for each piece of radar equipment (RE) to select logical channels with the least ICI. Then, each RE reconstructs and cancels interference according to estimated parameters based on the proposed interference cancellation technique. Computer simulations reveal that the proposed interference avoidance technique can approximately achieve the performance of ground truth, especially when the number of interferers is small. In addition, noise enhancement effects can be effectively mitigated through the proposed cancellation technique.
AB - With increasing use of millimeter-wave radars in driving safety applications, interference between vehicles becomes a significant issue. Moreover, oscillator imperfections and relative velocity effects induce inter-carrier interference (ICI) owing to frequency offset, leading to degradation of target detection. In this paper, time-frequency resources are divided into several orthogonal logical channels according to the time-frequency division (TFD) scheme. We propose a two-stage interference mitigation method. First, an interference avoidance technique is designed for each piece of radar equipment (RE) to select logical channels with the least ICI. Then, each RE reconstructs and cancels interference according to estimated parameters based on the proposed interference cancellation technique. Computer simulations reveal that the proposed interference avoidance technique can approximately achieve the performance of ground truth, especially when the number of interferers is small. In addition, noise enhancement effects can be effectively mitigated through the proposed cancellation technique.
KW - Interference avoidance
KW - Interference cancellation
KW - Logical channel selection
KW - Millimeter-wave radars
KW - OFDM radars
UR - http://www.scopus.com/inward/record.url?scp=85087781608&partnerID=8YFLogxK
U2 - 10.1007/s11265-020-01539-w
DO - 10.1007/s11265-020-01539-w
M3 - Article
AN - SCOPUS:85087781608
SN - 1939-8018
VL - 92
SP - 1383
EP - 1396
JO - Journal of Signal Processing Systems
JF - Journal of Signal Processing Systems
ER -