Abstract
The low-complexity channelizer is essential in passive radar multi-channel wideband receiver using array antennas. The digital filter bank is usually used to realize the channelizer. In the paper, a low-complexity channelizer based on frequency response masking (FRM) is proposed to reduce the high computational complexity of the narrow transition bandwidth filter bank. A half-band filter is used to design the prototype filter of the proposed low-complexity channelizer based on FRM. Compared to the maximally decimated filter bank, the decimation coefficient of the non-maximally decimated filter bank can be different from the number of channels, which makes the low-complexity channelizer more flexible. The low-complexity channelizer based on FRM can be directly applied to a wideband receiver without the limit of the sampling rate. The simulation and complexity analysis results show that the proposed low-complexity channelizer is correct and significantly reduces computational and hardware complexities. The proposed low-complexity channelizer makes it possible to implement passive radar multi-channel wideband receiver on a single hardware processor; thus, it is suitable to applied in passive radar multi-channel wideband receiver using array antennas.
Similar content being viewed by others
References
A. Ahmed, M. Tufail, Genetic algorithm-based improved DOA estimation using fourth-order cumulants. Int. J. Electron. 104, 1–14 (2016)
T.S. Bindiya, E. Elias, Metaheuristic algorithms for the design of multiplier-less non-uniform filter banks based on frequency response masking. Soft Comput. 18, 1529–1547 (2014)
R. Bregovic, Y.C. Lim, T. Saramaki, Frequency-response masking-based design of nearly prefect-reconstruction two-channel FIR filter banks with rational sampling factors. IEEE Trans. Circuits Syst. 55, 2002–2012 (2008)
T. Chen, P.C. Li, W.X. Zhang, Y. Liu, A novel channelized FB architecture with narrow transition bandwidth based on CEM FRM. Ann. Telecommun. Ann. Des Telecommun. 71, 27–33 (2016)
X.F. Chen, F.J. Harris, E. Venosa, Non-maximally decimated analysis/synthesis filter banks: applications in wideband digital filtering. IEEE Trans. Circuits Syst. 62, 852–867 (2014)
M.N. Do, M. Vetterli, The contourlet transform: an efficient directional multiresolution image representation. IEEE Trans. Image Process. 14, 2091–2106 (2005)
Y. Fan, F. Gu, X. Tan et al., Digital channelization technology for HF communication base on fast filter bank. China Commun. 15(9), 35–45 (2018)
T. Karp, N.J. Fliege, Modified DFT filter banks with perfect reconstruction. IEEE Trans. Circuits Syst. II Analog Digit. Signal Process. 46(11), 1404–1414 (1999)
Y.C. Lim, Y. Lian, The optimal design of one and two dimensional FIR filters using the frequency response masking technique. IEEE Trans. Circuits Syst. 41, 511–520 (1994)
Y.C. Lim, Frequency-response masking approach for the synthesis of sharp linear phase digital filters. IEEE Trans. Circuits Syst. 33, 357–364 (1986)
Y.C. Lim, Y. Lian, Frequency-response masking approach for digital filter design: complexity reduction via masking filter factorization. IEEE Trans. Circuits Syst. II Analog Digit. Signal Process. 41, 518–525 (1994)
Y.C. Lim, Y.J. Yu, T. Saramaki, Optimum masking levels and coefficient sparseness for Hilbert transformers and half-band filters designed using the frequency-response masking technique. IEEE Trans. Circuits Syst. I Regul. Pap. 52, 2444–2453 (2005)
Y.C. Lim, Y.J. Yu, T. Saramaki, FRM-based FIR filters with optimum finite word-length performance. IEEE Trans. Signal Process. 55, 2914–2924 (2007)
Y.Z. Liu, Z.P. Lin, Optimal design of frequency response masking filters with deduced group delays. IEEE Trans. Circuits Syst. I Regul. Pap. 55, 1560–1570 (2008)
R. Mahesh, A.P. Vinod, Reconfigurable low area complexity filter bank architecture based on frequency response masking for nonuniform channelization in software radio receivers. IEEE Trans. Aerosp. Electron. Syst. 47, 1241–1255 (2011)
L. Nan, N. Behrouz, Application of frequency response masking technique to the design of a novel modified-DFT filter banks. IEEE ISCAS 5, 30–36 (2006)
Romero, E.T. David, High-speed multiplier less frequency response masking (FRM) FIR filters with reduced usage of hardware resources, in IEEE 58th International Midwest Symposium on Circuits and Systems, pp. 1–4 (2015)
F. Santi, D. Pastina, A parasitic array receiver for ISAR image of ship targets using a coastal radar. Int. J. Antennas Propag. (2016). https://doi.org/10.1155/2016/8485305
T. Saramaki, J. Yli-Kaakinen, Optimization of frequency-response- masking based fir filters with reduced complexity. Circuit Syst. IEEE Symp. 3, 225–228 (2002)
S.M. Shajedul Hasan, S.W. Ellingson, Integration of simple antennas to multiband receivers using a novel multiplexer design methodology. IEEE Trans. Antennas Propag. 60(3), 1550–1556 (2012)
Z.U. Sheikh, H. Johansson, A class of wide-band linear-phase FIR differentiators using a two-rate approach and the frequency-response masking technique. IEEE Trans. Circuits Syst. 58, 1827–1839 (2011)
T. Shen, Y.C. Lim, Low complexity frequency-response masking filters using modified architecture based on serial masking, in 19th EUSIPCO, Spain, pp. 1400–1404 (2011)
K.G. Smitha, R. Mahesh, A.P. Vinod, A reconfigurable multi-stage frequency response masking filter bank architecture for software defined radio receivers, in IEEE International Symposium on Circuits and System, pp. 85–88 (2008)
D. Sumedh, K.G. Smitha, Vinod A P, A low complexity reconfigurable channel filter based on decimation, interpolation and frequency response masking, in IEEE International Conference, pp. 5583–5587 (2013)
K.M. Tsui, S.C. Chan, Y.C. Lim, Design of multi-plet perfect reconstruction filter banks using frequency response masking technique. IEEE Trans. Circuits Syst. I Regul. Pap. 55, 2707–2715 (2008)
Y. Wei, D.B. Liu, Improved design of frequency-response masking filters using band-edge shaping filter with non-periodical frequency response. IEEE Trans. Signal Process. 61, 3269–3278 (2013)
Y. Wei, S.G. Huang, X.J. Ma, A novel approach to design low-cost two-stage frequency response masking filters. IEEE Trans. Circuits Syst. 62, 982–986 (2015)
J. Yli-Kaakinen, T. Saramaki, An efficient algorithm for the optimization of FIR filters synthesized using the multistage frequency-response masking approach. Circuits Syst. Process. 30, 57–183 (2011)
K. Yli, T. Saramaki, An efficient algorithm for the optimization of FIR filters synthesized using the multistage frequency-response masking approach. Circuits Syst. Signal Process 30, 157–183 (2011)
Acknowledgements
This work was supported in part by the National Natural Science Foundation of China under Grant 61571146 and in part by the Foundation of Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space (Nanjing Univ. Aeronaut. Astronaut.), Ministry of Industry and Information Technology, Nanjing, 211106, China, under Grant KF20181904.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Zhang, W., Zhang, C., Zhao, Z. et al. Low-Complexity Channelizer Based on FRM for Passive Radar Multi-channel Wideband Receiver. Circuits Syst Signal Process 39, 420–438 (2020). https://doi.org/10.1007/s00034-019-01192-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-019-01192-0