A scalable real-time processing chain for radar exploiting illuminators of opportunity

This thesis details the design of a processing chain and system software for a commensal radar system, that is, a radar that makes use of illuminators of opportunity to provide the transmitted waveform. The stages of data acquisition from receiver back-end, direct path interference and clutter suppression, range/Doppler processing and target detection are described and targeted to general purpose commercial off-the-shelf computing hardware. A detailed low level design of such a processing chain for commensal radar which includes both processing stages and processing stage interactions has, to date, not been presented in the Literature. Furthermore, a novel deployment configuration for a networked multi-site FM broadcast band commensal radar system is presented in which the reference and surveillance channels are record at separate locations. The processing chain design reviews existing methods for each stage of the processing chain and proposes new approaches where appropriate. The algorithm implementation and greater processing chain integration is then presented for each respective stage to maximise processing and memory transport efficiency and in turn, the total throughput of the processing chain. Optimal signal processing techniques are targeted as far as possible to maximise signal to noise ratio and signal to interference ratios. Graphics processing units are exploited to accelerate highly parallel linear algebra operations which facilitates real-time throughput. The processing chain also provides automatic scaling to multiple graphics processing units when available to hinge maximum performance out of the available system hardware. Interfacing to subsequent stages of radar processing such as tracking are also provided along with testing of an implementation

[1]  A. Farina,et al.  Passive radar in the high frequency band , 2008, 2008 IEEE Radar Conference.

[2]  M.R. Inggs,et al.  Evaluation of coherent netted radar carrier stability while synchronised with GPS-disciplined oscillators , 2011, 2011 IEEE RadarCon (RADAR).

[3]  Linda M. Davis,et al.  Understanding the signal structure in DVB-T signals for passive radar detection , 2010, 2010 IEEE Radar Conference.

[4]  Michael R. Inggs,et al.  Multistatic networked radar for sea clutter measurements , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[5]  Pierfrancesco Lombardo,et al.  Multistatic passive radar geometry optimization for target 3D positioning accuracy , 2010, The 7th European Radar Conference.

[6]  C. Baker,et al.  The Signal and Interference Environment in Passive Bistatic Radar , 2007, 2007 Information, Decision and Control.

[7]  Marco Martorella,et al.  Passive ISAR imaging of ships by using DVB-T signals , 2012 .

[8]  Krzysztof S. Kulpa,et al.  DPCA Detection of Moving Targets in Airborne Passive Radar , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[9]  J. Xu OpenCL – The Open Standard for Parallel Programming of Heterogeneous Systems , 2009 .

[10]  F. Colone,et al.  Multifrequency integration in FM radio-based passive bistatic radar. Part II: Direction of arrival estimation , 2013, IEEE Aerospace and Electronic Systems Magazine.

[11]  J. J. Soraghan,et al.  Passive Bistatic Radar for helicopters classification: A feasibility study , 2012, 2012 IEEE Radar Conference.

[12]  Jonathan Pisane,et al.  Automatic target recognition using passive bistatic radar signals , 2013 .

[13]  A. Farina,et al.  Adaptive beamforming for high-frequency over-the-horizon passive radar , 2009 .

[14]  Amit Mishra,et al.  Planning and design phases of a commensal radar system in the FM broadcast band , 2014, IEEE Aerospace and Electronic Systems Magazine.

[15]  Graeme E. Smith,et al.  Through-the-Wall Sensing of Personnel Using Passive Bistatic WiFi Radar at Standoff Distances , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[16]  Pierfrancesco Lombardo,et al.  High resolution cross-range profiling with Passive Radar via ISAR processing , 2011, 2011 12th International Radar Symposium (IRS).

[17]  Pierfrancesco Lombardo,et al.  Ambiguity Function analysis of WiMAX transmissions for passive radar , 2010, 2010 IEEE Radar Conference.

[18]  Hongbo Sun,et al.  Design and implementation of an experimental GSM based passive radar , 2003, 2003 Proceedings of the International Conference on Radar (IEEE Cat. No.03EX695).

[19]  M. Martorella,et al.  USRP technology for multiband passive radar , 2010, 2010 IEEE Radar Conference.

[20]  R. Saini,et al.  DTV signal ambiguity function analysis for radar application , 2005 .

[21]  J. Misiurewicz,et al.  Stretch Processing for Long Integration Time Passive Covert Radar , 2006, 2006 CIE International Conference on Radar.

[22]  Gunther Lange,et al.  Performance prediction and improvement of a Bistatic Passive coherent location Radar. , 2009 .

[23]  Jack Dongarra,et al.  Preface: Basic Linear Algebra Subprograms Technical (Blast) Forum Standard , 2002 .

[24]  F. Colone,et al.  Experimental results for passive bistatic radar based on DVB-T signals , 2013, 2013 14th International Radar Symposium (IRS).

[25]  M. Srinath,et al.  Conjugate gradient techniques for adaptive filtering , 1989, IEEE International Symposium on Circuits and Systems,.

[26]  Fermín S. V. Bazán,et al.  CGLS-GCV: a hybrid algorithm for low-rank-deficient problems , 2003 .

[27]  Marcin K. Baczyk,et al.  Wind farm interferences in Passive Coherent Location , 2013, 2013 International Conference on Radar.

[28]  Pierfrancesco Lombardo,et al.  WiFi-Based Passive Bistatic Radar: Data Processing Schemes and Experimental Results , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[29]  Andrew Siemion,et al.  Packetized FX Correlator Architectures , 2007 .

[30]  F. Colone,et al.  Analysis and Emulation of FM Radio Signals for Passive Radar , 2007, 2007 IEEE Aerospace Conference.

[31]  M. Malanowski Comparison of Adaptive Methods for Clutter Removal in PCL Radar , 2006, 2006 International Radar Symposium.

[32]  Pierfrancesco Lombardo,et al.  Civil Air Traffic surveillance with passive radar for anti-terrorism , 2012, 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS).

[33]  F. Colone,et al.  PBR activity at INFOCOM: Adaptive processing techniques and experimental results , 2008, 2008 IEEE Radar Conference.

[34]  H.T. Friis,et al.  A Note on a Simple Transmission Formula , 1946, Proceedings of the IRE.

[35]  Stephen A. Dyer,et al.  Digital signal processing , 2018, 8th International Multitopic Conference, 2004. Proceedings of INMIC 2004..

[36]  M. Ummenhofer,et al.  A hybrid multi-frequency Passive Radar concept for medium range air surveillance , 2011, 2011 MICROWAVES, RADAR AND REMOTE SENSING SYMPOSIUM.

[37]  Amerigo Capria,et al.  Ambiguity function study for UMTS Passive Radar , 2009, 2009 European Radar Conference (EuRAD).

[38]  Krzysztof S. Kulpa,et al.  Two Methods for Target Localization in Multistatic Passive Radar , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[39]  Pierfrancesco Lombardo,et al.  A procedure for effective receiver positioning in multistatic passive radar , 2009, 2009 European Radar Conference (EuRAD).

[40]  P. E. Howland,et al.  Target tracking using television-based bistatic radar , 1999 .

[41]  Michael R. Inggs,et al.  A Signal Level Simulator for Multistatic and Netted Radar Systems , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[42]  F. Colone,et al.  Performance analysis of a multi-frequency FM based Passive Bistatic Radar , 2008, 2008 IEEE Radar Conference.

[43]  Pierfrancesco Lombardo,et al.  Localization of moving targets with a passive radar system based on WiFi transmissions , 2012 .

[44]  Paul E. Berry,et al.  False alarm control of CFAR algorithms with experimental bistatic radar data , 2010, 2010 IEEE Radar Conference.

[45]  Mark A. Richards,et al.  Principles of Modern Radar: Basic Principles , 2013 .

[46]  K. Woodbridge,et al.  Performance of a multiband passive bistatic radar processing scheme-Part II , 2012, IEEE Aerospace and Electronic Systems Magazine.

[47]  Michael Inggs Passive Coherent Location as Cognitive Radar , 2010, IEEE Aerospace and Electronic Systems Magazine.

[48]  Michael Inggs,et al.  Processing design of a networked passive coherent location system , 2011, 2011 IEEE RadarCon (RADAR).

[49]  Pierfrancesco Lombardo,et al.  Receiver architecture for multi-standard based Passive Bistatic Radar , 2013, 2013 IEEE Radar Conference (RadarCon13).

[50]  Michael Edrich,et al.  Design and performance evaluation of a FM / DAB / DVB-T multi-illuminator passive radar system , 2012 .

[51]  D.K.P. Tan,et al.  Air target detection and tracking using a multi-channel GSM based passive radar , 2007, 2007 International Waveform Diversity and Design Conference.

[52]  Hugh Griffiths,et al.  Where has all the spectrum gone? , 2013, 2013 International Conference on Radar.

[53]  Karl Woodbridge,et al.  Air target detection using airborne passive bistatic radar , 2010 .

[54]  F. Colone,et al.  Cancellation of clutter and multipath in passive radar using a sequential approach , 2006, 2006 IEEE Conference on Radar.

[55]  Michael Edrich,et al.  Multiband experimental PCL system: Concept and measurement results , 2010, 11-th INTERNATIONAL RADAR SYMPOSIUM.

[56]  Marc Brooker,et al.  The design and implementation of a simulator for multistatic radar systems , 2008 .

[57]  H. Kuschel,et al.  A multi-frequency hybrid passive radar concept for medium range air surveillance , 2012, IEEE Aerospace and Electronic Systems Magazine.

[58]  H.D. Griffiths,et al.  Measurements of bistatic radar sea clutter , 2011, 2011 IEEE RadarCon (RADAR).

[59]  Pierfrancesco Lombardo,et al.  Direction of arrival estimation for multi-frequency FM-based Passive Bistatic Radar , 2011, 2011 IEEE RadarCon (RADAR).

[60]  Michael Inggs,et al.  Detection performance of MIMO passive radar systems based on FM signals , 2011, Proceedings of 2011 IEEE CIE International Conference on Radar.

[61]  Piotr Samczynski,et al.  Long range FM-based passive radar , 2012 .

[62]  C.J. Baker,et al.  Evaluation of WiFi beacon transmissions for wireless based passive radar , 2008, 2008 IEEE Radar Conference.

[63]  Michael Inggs,et al.  Signal level Simulator for netted text radar waveforms evaluation , 2010, IEEE Aerospace and Electronic Systems Magazine.

[64]  Weixian Liu,et al.  Feasibility analysis of GSM signal for passive radar , 2003, Proceedings of the 2003 IEEE Radar Conference (Cat. No. 03CH37474).

[65]  F. Colone,et al.  Multifrequency integration in FM radio-based passive bistatic radar. Part I: Target detection , 2013, IEEE Aerospace and Electronic Systems Magazine.

[66]  Pierfrancesco Lombardo,et al.  Range sidelobes reduction filters for WiFi-based passive bistatic radar , 2009, 2009 European Radar Conference (EuRAD).

[67]  Hui Guo,et al.  Passive bistatic WiMAX radar for marine surveillance , 2010, 2010 IEEE Radar Conference.

[68]  Karl Woodbridge,et al.  FM based passive bistatic radar range resolution improvement , 2011, 2011 12th International Radar Symposium (IRS).

[69]  Mateusz Malanowski,et al.  Extending the integration time in DVB-T-based passive radar , 2011, 2011 8th European Radar Conference.

[70]  George M. Dillard,et al.  Recursive computation of the discrete fourier transform, with applications to a pulse-Doppler radar system , 1973 .

[71]  Michael Inggs,et al.  Passive Coherent Location system planning tool , 2009, 2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009).

[72]  P. E. Howland,et al.  FM radio based bistatic radar , 2005 .

[73]  Michael Edrich,et al.  Multiband multistatic Passive Radar system for airspace surveillance: A step towards mature PCL implementations , 2013, 2013 International Conference on Radar.

[74]  H Kuschel,et al.  Countering stealth with passive, multi-static, low frequency radars , 2010, IEEE Aerospace and Electronic Systems Magazine.

[75]  John D. Sahr,et al.  The Manastash Ridge radar: A passive bistatic radar for upper atmospheric radio science , 1997 .

[76]  Michael Inggs,et al.  Commensal radar: Range-Doppler processing using a recursive DFT , 2013, 2013 International Conference on Radar.

[77]  Lucas J. van Vliet,et al.  The digital signal processing handbook , 1998 .

[78]  F. Colone,et al.  Comparison of Clutter and Multipath Cancellation Techniques for Passive Radar , 2007, 2007 IEEE Radar Conference.

[79]  K. Kulpa,et al.  The concept of airborne passive radar , 2011, 2011 MICROWAVES, RADAR AND REMOTE SENSING SYMPOSIUM.

[80]  M. R. Inggs,et al.  Modelling and simulation in commensal radar system design , 2012 .

[81]  M.R. Inggs,et al.  Multistatic Passive Coherent Location radar systems , 2009, 2009 European Radar Conference (EuRAD).

[82]  B. Dawidowicz,et al.  Detection of moving targets with multichannel airborne passive radar , 2012, IEEE Aerospace and Electronic Systems Magazine.

[83]  C.J. Baker,et al.  FM-based Passive Bistatic Radar as a function of available bandwidth , 2008, 2008 IEEE Radar Conference.

[84]  Hermann Rohling,et al.  Radar CFAR Thresholding in Clutter and Multiple Target Situations , 1983, IEEE Transactions on Aerospace and Electronic Systems.

[85]  Stephen J. Searle,et al.  DVB-T Passive Radar Signal Processing , 2013, IEEE Transactions on Signal Processing.

[86]  K. Kulpa,et al.  Analysis of integration gain in passive radar , 2008, 2008 International Conference on Radar.

[87]  M Radmard,et al.  Cross ambiguity function analysis of the '8k-mode' DVB-T for passive radar application , 2010, 11-th INTERNATIONAL RADAR SYMPOSIUM.

[88]  Michael Inggs,et al.  A common view GPSDO to synchronize netted radar , 2007 .

[89]  Marco Martorella,et al.  Performance analysis of the batches algorithm for range-Doppler map formation in Passive Bistatic Radar , 2012 .

[90]  F. Colone,et al.  Experimental results for OFDM WiFi-based passive bistatic radar , 2010, 2010 IEEE Radar Conference.

[91]  Michael Inggs,et al.  Passive radar using a software-defined radio platform and opensource software tools , 2011, 2011 IEEE RadarCon (RADAR).

[92]  Michael Inggs,et al.  Null placement in a circular antenna array for Passive Coherent Location systems , 2010, 2010 IEEE Radar Conference.

[93]  Dario Petri,et al.  Real Time Processing of Networked Passive Coherent Location Radar System , 2011 .

[94]  Michael Inggs,et al.  Extensible simulator for waveform diversity testing , 2009, 2009 International Waveform Diversity and Design Conference.

[95]  Michael Edrich,et al.  CASSIDIAN multiband mobile passive radar system , 2011, 2011 12th International Radar Symposium (IRS).

[96]  H. Griffiths,et al.  Passive coherent location radar systems. Part 1: performance prediction , 2005 .

[97]  Michael Inggs,et al.  Autonomic subsystems for cognition in Passive Coherent Location , 2010, 2010 IEEE Radar Conference.

[98]  Andrew Van der Byl A parallel processing framework for spectral based computations , 2012 .

[99]  Mike Cherniakov,et al.  Direct path interference suppression in bistatic system: DTV based radar , 2003, 2003 Proceedings of the International Conference on Radar (IEEE Cat. No.03EX695).

[100]  Michael Edrich,et al.  Stationary cassidian FM Passive Radar demonstrator for 24/7 operation and sensor cluster measurements , 2013, 2013 14th International Radar Symposium (IRS).

[101]  Ravinder Nath Modified Generalized Autocorrelation based Estimator for time delays in multipath environment - A tradeoff in estimator performance and number of multipath , 2011, Comput. Electr. Eng..

[102]  Michael Inggs,et al.  Doppler-only tracking with the recursive Gauss-Newton filter , 2012 .

[103]  Fabiola Colone,et al.  Passive bistatic radar (PBR) demonstrator , 2007 .

[104]  Jingxu Han,et al.  Study on the detection performance of MIMO radar systems , 2010 .

[105]  F. Colone,et al.  A Multistage Processing Algorithm for Disturbance Removal and Target Detection in Passive Bistatic Radar , 2009, IEEE Transactions on Aerospace and Electronic Systems.

[106]  W. Al-Ashwal Measurement and modelling of bistatic sea clutter , 2011 .

[107]  William L. Melvin,et al.  Principles of Modern Radar: Advanced techniques , 2012 .

[108]  Alan N. Willson,et al.  Analysis of conjugate gradient algorithms for adaptive filtering , 2000, IEEE Trans. Signal Process..

[109]  F. Colone,et al.  Potentialities and challenges of WiFi-based passive radar , 2012, IEEE Aerospace and Electronic Systems Magazine.

[110]  P. E. Howland Passive Tracking Of Airborne Targets Using Only Doppler And Doa Information , 1995 .

[111]  H. Griffiths,et al.  Television-based bistatic radar , 1986 .

[112]  F. Colone,et al.  Using real data for the implementation of multistatic passive radar geometry optimization procedure , 2011, 2011 8th European Radar Conference.

[113]  Michael Inggs,et al.  ComRad3, a multichannel direct conversion receiver for FM Broadcast Band Radar , 2014, 2014 IEEE Radar Conference.

[114]  M. R. Inggs,et al.  Simulation and measurement of propeller modulation using FM broadcast band commensal radar , 2013 .

[115]  Hongbo Sun,et al.  Sea and air moving target measurements using a GSM based passive radar , 2005, IEEE International Radar Conference, 2005..

[116]  Chris Baker,et al.  Passive coherent location radar systems. Part 2: waveform properties , 2005 .

[117]  Ashley Summers,et al.  DSTO's experimental geosynchronous satellite based PBR , 2009, 2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009).

[118]  Michael Inggs,et al.  A new probabilistic data association filter based on composite expanding and fading memory polynomial filters , 2011, 2011 IEEE RadarCon (RADAR).

[119]  Chris Baker,et al.  Passive radar detection using wireless networks , 2007 .

[120]  Mateusz Malanowski,et al.  Real-time software implementation of Passive Radar , 2009, 2009 European Radar Conference (EuRAD).

[121]  Pierfrancesco Lombardo,et al.  A new approach for DVB-T Cross-Ambiguity Function evaluation , 2009, 2009 European Radar Conference (EuRAD).

[122]  K. Kulpa,et al.  Experimental results of the PaRaDe passive radar field trials , 2012, 2012 13th International Radar Symposium.

[123]  Hui Guo,et al.  Target detection in high clutter using passive bistatic WiFi radar , 2009, 2009 IEEE Radar Conference.

[124]  Chris Baker,et al.  Bistatic radar using satellite-borne illuminators , 2002, RADAR 2002.

[125]  Michael Inggs,et al.  Commensal radar using separated reference and surveillance channel configuration , 2012 .

[126]  K. Kulpa,et al.  Ground moving vehicles velocity monitoring using a GSM based passive bistatic radar , 2011, Proceedings of 2011 IEEE CIE International Conference on Radar.

[127]  F. Colone,et al.  Advances in ISAR processing for high resolution cross-range profiling with passive radar , 2012, 2012 13th International Radar Symposium.

[128]  Michael Inggs,et al.  Gauss-Newton Filtering incorporating Levenberg-Marquardt Methods for Radar Tracking , 2011, 1110.5207.

[129]  Pierfrancesco Lombardo,et al.  Passive Bistatic Radar based on mixed DSSS and OFDM WiFi transmissions , 2011, 2011 8th European Radar Conference.

[130]  A. Farina,et al.  Use of a graphics processing unit for passive radar signal and data processing , 2012, IEEE Aerospace and Electronic Systems Magazine.

[131]  Dario Petri,et al.  High range resolution DVB-T Passive Radar , 2010, The 7th European Radar Conference.

[132]  M. Lesturgie,et al.  Automatic real-time collection of RCS of airplanes in a real bistatic low-frequency configuration using a software defined passive radar based on illuminators of opportunity , 2012, 2012 IEEE Radar Conference.

[133]  Marco Martorella,et al.  Passive ISAR with DVB-T signal , 2012 .

[134]  A. K. Mishra,et al.  White RHINO: A low cost whitespace communications and radar hardware platform , 2013, 2013 23rd International Conference Radioelektronika (RADIOELEKTRONIKA).

[135]  F. Colone,et al.  Exploiting polarimetric diversity to mitigate the effect of interferences in FM-based passive radar , 2010, 11-th INTERNATIONAL RADAR SYMPOSIUM.

[136]  T.-T. Van Cao A CFAR thresholding approach based on test cell statistics , 2004, Proceedings of the 2004 IEEE Radar Conference (IEEE Cat. No.04CH37509).

[137]  Stephen Searle,et al.  Remodulation of DVB—T signals for use in Passive Bistatic Radar , 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

[138]  Karl Erik Olsen Investigation of bandwidth utilisation methods to optimiseperformance in passive bistatic radar , 2011 .

[139]  J. E. Palmer,et al.  Evaluation of adaptive filter algorithms for clutter cancellation in Passive Bistatic Radar , 2012, 2012 IEEE Radar Conference.

[140]  M. Klein,et al.  Multireceiver passive radar tracking , 2012, IEEE Aerospace and Electronic Systems Magazine.

[141]  V. Winkler,et al.  Multi-illuminator Passive Radar performance evaluation , 2012, 2012 13th International Radar Symposium.

[142]  R. T. Lord,et al.  The Gauss-Newton algorithm in passive aircraft tracking using doppler and bearings , 2007 .

[143]  Michael Inggs,et al.  The Recursive Gauss-Newton Filter , 2011, 1110.5212.

[144]  K. Woodbridge,et al.  Performance of a multiband passive bistatic radar processing scheme — Part I , 2012, IEEE Aerospace and Electronic Systems Magazine.

[145]  K. Kulpa,et al.  Detection of fast maneuvering air targets using GSM based passive radar , 2012, 2012 13th International Radar Symposium.

[146]  M. Jackson The geometry of bistatic radar systems , 1986 .

[147]  Dario Petri,et al.  Passive ISAR With DVB-T Signals , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[148]  Michael Inggs,et al.  Towards a MIMO radar based on commensal use of FM Broadcast transmitters of opportunity , 2012 .

[149]  Karl Woodbridge,et al.  FM based passive bistatic radar target range improvement - Part II , 2010, 11-th INTERNATIONAL RADAR SYMPOSIUM.

[150]  Pierfrancesco Lombardo,et al.  Space-time constant modulus algorithm for multipath removal on the reference signal exploited by passive bistatic radar , 2009 .

[151]  H. Kuschel,et al.  Approaching 80 years of passive radar , 2013, 2013 International Conference on Radar.

[152]  Pierfrancesco Lombardo,et al.  A geometrically based multipath channel model for passive radar , 2007 .

[153]  Fabiola Colone,et al.  Ambiguity Function Analysis of Wireless LAN Transmissions for Passive Radar , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[154]  Pierfrancesco Lombardo,et al.  Doppler frequency sidelobes level control for WiFi-based Passive Bistatic Radar , 2011, 2011 IEEE RadarCon (RADAR).

[155]  V. Hansen,et al.  Detectability Loss Due to "Greatest Of" Selection in a Cell-Averaging CFAR , 1980, IEEE Transactions on Aerospace and Electronic Systems.

[156]  Alexander A. Stepanov,et al.  C++ Standard Template Library , 2000 .