Citation: | JIN Tian, SONG Yongping, CUI Guolong, et al. Advances on penetrating imaging of building layout technique using low frequency radio waves[J]. Journal of Radars, 2021, 10(3): 342–359. doi: 10.12000/JR20119 |
[1] |
NKWARI P K M, SINHA S, and FERREIRA H C. Through-the-wall radar imaging: A review[J]. IETE Technical Review, 2018, 35(6): 631–639. doi: 10.1080/02564602.2017.1364146
|
[2] |
NGUYEN L, RESSLER M, and SICHINA J. Sensing through the wall imaging using the Army Research Lab ultra-wideband synchronous impulse reconstruction (UWB SIRE) radar[C]. The SPIE 6947, Radar Sensor Technology XII, Orlando, USA, 2008: 69470B. doi: 10.1117/12.776869.
|
[3] |
AHMAD F and AMIN M G. Multi-viewpoint image fusion for urban sensing applications[C]. The SPIE 6968, Signal Processing, Sensor Fusion, and Target Recognition XVII, Orlando, USA, 2008: 69680L. doi: 10.1117/12.782302.
|
[4] |
SENG C H, BOUZERDOUM A, PHUNG S L, et al. A two-stage image fusion method for enhanced through-the-wall radar target detection[C]. 2011 IEEE RadarCon (RADAR), Kansas City, USA, 2011: 643–647. doi: 10.1109/RADAR.2011.5960616.
|
[5] |
SENG C H, BOUZERDOUM A, TIVIVE F H C, et al. Fuzzy logic-based image fusion for multi-view through-the-wall radar[C]. 2010 International Conference on Digital Image Computing: Techniques and Applications, Sydney, Australia, 2010: 423–428. doi: 10.1109/DICTA.2010.78.
|
[6] |
SÉVIGNY P and DIFILIPPO D J. A multi-look fusion approach to through-wall radar imaging[C]. 2013 IEEE Radar Conference (RadarCon13), Ottawa, Canada, 2013: 1–6. doi: 10.1109/RADAR.2013.6586154.
|
[7] |
SENG C H, BOUZERDOUM A, AMIN M G, et al. Probabilistic fuzzy image fusion approach for radar through wall sensing[J]. IEEE Transactions on Image Processing, 2013, 22(12): 4938–4951. doi: 10.1109/TIP.2013.2279953
|
[8] |
PATWARI N and AGRAW P. Effects of correlated shadowing: Connectivity, localization, and RF tomography[C]. 2008 International Conference on Information Processing in Sensor Networks (ipsn 2008), St. Louis, USA, 2008: 82–93. doi: 10.1109/IPSN.2008.7.
|
[9] |
LI Li and KROLIK J L. Simultaneous target and multipath positioning[J]. IEEE Journal of Selected Topics in Signal Processing, 2014, 8(1): 153–165. doi: 10.1109/JSTSP.2013.2289949
|
[10] |
张驰, 李悦丽, 周智敏. 基于独立分量分析法的稀疏阵列穿墙成像雷达直达波干扰抑制[J]. 雷达学报, 2014, 3(5): 524–532. doi: 10.3724/SP.J.1300.2014.14066
ZHANG Chi, LI Yueli, and ZHOU Zhimin. Wall clutter mitigation in through-the-wall imaging radar with sparse array antenna based on independent component analysis[J]. Journal of Radars, 2014, 3(5): 524–532. doi: 10.3724/SP.J.1300.2014.14066
|
[11] |
TAN Yunhua, WANG Libo, and LI Lianlin. A novel probability model for suppressing multipath ghosts in GPR and TWI Imaging: A numerical study[J]. Journal of Radars, 2015, 4(5): 509–517. doi: 10.12000/JR15056
|
[12] |
JIN Tian, CHEN Bo, and ZHOU Zhimin. Image-domain estimation of wall parameters for autofocusing of through-the-wall SAR imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51(3): 1836–1843. doi: 10.1109/TGRS.2012.2206395
|
[13] |
FALCONER D G and UEBERSCHAER R M. Floor-plan radar[C]. The SPIE 4033, Radar Sensor Technology V, Orlando, USA, 2000, doi: 10.1117/12.391842.
|
[14] |
DOGARU T and LE C. SAR images of rooms and buildings based on FDTD computer models[J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(5): 1388–1401. doi: 10.1109/TGRS.2009.2013841
|
[15] |
DOGARU T and LE C. Through-the-wall radar simulations for complex room imaging[R]. ARL-TR-5205, 2010.
|
[16] |
LE C, DOGARU T, NGUYEN L, et al. Ultrawideband (UWB) radar imaging of building interior: Measurements and predictions[J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(5): 1409–1420. doi: 10.1109/TGRS.2009.2016653
|
[17] |
LE C, NGUYEN L, and DOGARU T. Radar imaging of a large building based on near-field Xpatch model[C]. 2010 IEEE Antennas and Propagation Society International Symposium, Toronto, Canada, 2010: 1–4. doi: 10.1109/APS.2010.5562119.
|
[18] |
JIA Yong, ZHONG Xiaoling, LIU Jiangang, et al. Single-side two-location spotlight imaging for building based on MIMO through-wall-radar[J]. Sensors, 2016, 16(9): 1441. doi: 10.3390/s16091441
|
[19] |
DE WIT J J M, VAN ROSSUM W L, and SMITS F M A. SAPPHIRE: A novel building mapping radar[C]. 2009 European Radar Conference (EuRAD), Rome, Italy, 2009: 625–628.
|
[20] |
SMITS F M A, DE WIT J J M, VAN ROSSUM W L, et al. 3D mapping of buildings with SAPPHIRE[C]. The 6th Electro-Magnetic Remote Sensing - Defence Technology Centre (EMRS DTC) Technical Conference, Edinburgh, UK, 2009.
|
[21] |
BROWNE K E, BURKHOLDER R J, and VOLAKIS J L. A novel low-profile portable radar system for high resolution through-wall radar imaging[C]. 2010 IEEE Radar Conference, Washington, USA, 2010: 333–338. doi: 10.1109/RADAR.2010.5494602.
|
[22] |
SONG Yongping, ZHU Jiahua, HU Jun, et al. Grating lobes suppression for ultra-wideband MIMO radar imaging[C]. The 2017 3rd IEEE International Conference on Computer and Communications (ICCC), Chengdu, China, 2017: 957–961. doi: 10.1109/CompComm.2017.8322685.
|
[23] |
BRAGA A J and GENTILE C. An ultra-wideband radar system for through-the-wall imaging using a mobile robot[C]. 2009 IEEE International Conference on Communications, Dresden, Germany, 2009: 1–6. doi: 10.1109/ICC.2009.5198740.
|
[24] |
FALCONER D G, FICKLIN R W, and KONOLIGE K G. Detection, location, and identification of building occupants using a robot-mounted through-wall radar[C]. The SPIE 4037, Digitization of the Battlespace V and Battlefield Biomedical Technologies II, Orlando, USA, 2000, doi: 10.1117/12.395028.
|
[25] |
SONG Yongping, ZHU Jiahua, HU Jun, et al. Enhanced imaging of building interior for portable MIMO through-the-wall radar[J]. Journal of Physics, 2018, 960: 012023.
|
[26] |
SAKAMOTO T and SATO T. A method of estimating a room shape using a single antenna in a multipath environment[C]. The 4th European Conference on Antennas and Propagation, Barcelona, Spain, 2010: 1–5.
|
[27] |
YEKTAKHAH B and SARABANDI K. All-directions through-the-wall radar imaging using a small number of moving transceivers[J]. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(11): 6415–6428. doi: 10.1109/TGRS.2016.2585112
|
[28] |
YEKTAKHAH B and SARABANDI K. All-directions through-the-wall imaging using a small number of moving omnidirectional bi-static FMCW transceivers[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(5): 2618–2627. doi: 10.1109/TGRS.2018.2875695
|
[29] |
YEKTAKHAH B and SARABANDI K. A method for detection of walls and large flat surfaces in through-the-wall SAR imaging[C]. 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, Atlanta, USA, 2019: 815–816. doi: 10.1109/APUSNCURSINRSM.2019.8889357.
|
[30] |
ABEDI H and ZAKERI B. Through-the-multilayered wall imaging using passive synthetic aperture radar[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(7): 4181–4191. doi: 10.1109/TGRS.2018.2890027
|
[31] |
BARANOSKI E J. VisiBuilding: Sensing through walls[C]. The 4th IEEE Workshop on Sensor Array and Multichannel Processing, Waltham, USA, 2006: 1–22. doi: 10.1109/SAM.2006.1706221.
|
[32] |
BARANOSKI E J. Through-wall imaging: Historical perspective and future directions[J]. Journal of the Franklin Institute, 2008, 345(6): 556–569. doi: 10.1016/j.jfranklin.2008.01.005
|
[33] |
SUBOTIC N, KEYDEL E, BURNS J, et al. Parametric reconstruction of internal building structures via canonical scattering mechanisms[C]. 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, USA, 2008: 5189–5192. doi: 10.1109/ICASSP.2008.4518828.
|
[34] |
BUONANNO A, D’URSO M, PRISCO G, et al. An improved radar system for inside-building awareness[C]. 2012 Tyrrhenian Workshop on advances in radar and remote sensing (TyWRRS), Naples, Italy, 2012: 85–89. doi: 10.1109/TyWRRS.2012.6381109.
|
[35] |
AFTANAS I M. Through wall imaging with UWB Radar system[D]. [Ph. D. dissertation], Technical University of Košice, 2009: 68–75.
|
[36] |
AFTANAS M and DRUTAROVSKÝ M. Imaging of the building contours with through the wall UWB radar system[J]. Radioengineering, 2009, 18(3): 258–264.
|
[37] |
贾勇, 孔令讲, 马静, 等. 穿墙雷达多视角建筑布局成像[J]. 电子与信息学报, 2013, 35(5): 1114–1119. doi: 10.3724/SP.J.1146.2012.01056
JIA Yong, KONG Lingjiang, MA Jing, et al. Through-wall-radar multi-view imaging for architectural layout of building[J]. Journal of Electronics &Information Technology, 2013, 35(5): 1114–1119. doi: 10.3724/SP.J.1146.2012.01056
|
[38] |
JIA Yong, CUI Guolong, KONG Lingjiang, et al. Multichannel and multiview imaging approach to building layout determination of through-wall radar[J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11(5): 970–974. doi: 10.1109/LGRS.2013.2283778
|
[39] |
姚雪. 透视雷达建筑布局多视角成像算法研究[D]. [硕士论文], 电子科技大学, 2015: 41–44.
YAO Xue. Perspective dectection research about the multi-view imaging of building layout[D]. [Master dissertation], University of Electronic Science and Technology of China, 2015: 41–44.
|
[40] |
唐茜, 晋良念. 多方位多尺度建筑物布局成像融合方法[J]. 雷达科学与技术, 2019, 17(1): 83–88, 93. doi: 10.3969/j.issn.1672-2337.2019.01.015
TANG Qian and JIN Liangnian. Multi-azimuth and multi-scale building layout imaging fusion method[J]. Radar Science and Technology, 2019, 17(1): 83–88, 93. doi: 10.3969/j.issn.1672-2337.2019.01.015
|
[41] |
JIA Yong, CHEN Shengyi, SONG Ruiyuan, et al. Building layout determination based on generative adversarial nets in through-wall radar imaging[C]. 2019 IEEE International Conference on Signal, Information and Data Processing, Chongqing, China, 2019: 1–6.
|
[42] |
陈波. 基于图理论的穿墙雷达建筑物布局重构技术研究[D]. [博士论文], 国防科学技术大学, 2014: 77–82.
CHEN Bo. Study on building layout reconstruction techniques based on graph theory from through-the-wall radar[D]. [Ph. D. dissertation], National University of Defense Technology, 2014: 77–82.
|
[43] |
CHEN Bo, JIN Tian, LU Biying, et al. Building interior layout reconstruction from through-the-wall radar image using MST-based method[J]. EURASIP Journal on Advances in Signal Processing, 2014, 2014(1): 1–9. doi: 10.1186/1687-6180-2014-1
|
[44] |
陈波, 金添, 陆必应, 等. 穿墙雷达中基于最小生成树的建筑物内部结构重构技术[J]. 电子学报, 2015, 43(9): 1682–1688. doi: 10.3969/j.issn.0372-2112.2015.09.002
CHEN Bo, JIN Tian, LU Biying, et al. Building interior structure reconstruction from through-the-wall radar image using MST-based method[J]. Acta Electronica Sinica, 2015, 43(9): 1682–1688. doi: 10.3969/j.issn.0372-2112.2015.09.002
|
[45] |
LAGUNAS E, AMIN M G, AHMAD F, et al. Compressive sensing for through wall radar imaging of stationary scenes using arbitrary data measurements[C]. The 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), Montreal, Canada, 2012: 1347–1352. doi: 10.1109/ISSPA.2012.6310503.
|
[46] |
LAGUNAS E, AMIN M G, AHMAD F, et al. Sparsity-based radar imaging of building structures[C]. The 20th European Signal Processing Conference (EUSIPCO), Bucharest, Romania, 2012: 864–868.
|
[47] |
金添, 宋勇平. 超宽带雷达建筑物结构稀疏成像[J]. 雷达学报, 2018, 7(3): 275–284. doi: 10.12000/JR18031
JIN Tian and SONG Yongping. Sparse imaging of building layouts in ultra-wideband radar[J]. Journal of Radars, 2018, 7(3): 275–284. doi: 10.12000/JR18031
|
[48] |
ZHAO Jifang, JIN Liangnian, and LIU Qinghua. Through-the-wall radar sparse imaging for building walls[J]. The Journal of Engineering, 2019, 2019(21): 7403–7405. doi: 10.1049/joe.2019.0541
|
[49] |
杨俊刚. 利用稀疏信息的正则化雷达成像理论与方法研究[D]. [博士论文], 国防科学技术大学, 2013: 1–2.
YANG Jungang. Research on sparsity-driven regularization radar imaging theory and method[D]. [Ph. D. dissertation], National University of Defense Technology, 2013: 1–2.
|
[50] |
SUNDARAM R, MARTIN R, and ANDERSON C. Regularization in radio tomographic imaging[C]. The SPIE 8753, Wireless Sensing, Localization, and Processing VIII, Baltimore, USA, 2013: 87530O. doi: 10.1117/12.2012167.
|
[51] |
WILSON J and PATWARI N. Radio tomographic imaging with wireless networks[J]. IEEE Transactions on Mobile Computing, 2010, 9(5): 621–632. doi: 10.1109/TMC.2009.174
|
[52] |
LIU Heng, WANG Zhenghuan, BU Xiangyuan, et al. Image reconstruction algorithms for radio tomographic imaging[C]. 2012 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), Bangkok, Thailand, 2012: 48–53. doi: 10.1109/CYBER.2012.6392525.
|
[53] |
MOSTOFI Y and SEN P. Compressed mapping of communication signal strength[C]. MILCOM 2008 - 2008 IEEE Military Communications Conference, San Diego, USA, 2008: 1–7. doi: 10.1109/MILCOM.2008.4753442.
|
[54] |
MOSTOFI Y. Compressive cooperative sensing and mapping in mobile networks[J]. IEEE Transactions on Mobile Computing, 2011, 10(12): 1769–1784. doi: 10.1109/TMC.2011.31
|
[55] |
MOSTOFI Y. Cooperative wireless-based obstacle/object mapping and see-through capabilities in robotic networks[J]. IEEE Transactions on Mobile Computing, 2013, 12(5): 817–829. doi: 10.1109/TMC.2012.32
|
[56] |
GONZALEZ-RUIZ A, GHAFFARKHAH A, and MOSTOFI Y. An integrated framework for obstacle mapping with see-through capabilities using laser and wireless channel measurements[J]. IEEE Sensors Journal, 2014, 14(1): 25–38. doi: 10.1109/JSEN.2013.2278394
|
[57] |
DEPATLA S, BUCKLAND L, and MOSTOFI Y. X-ray vision with only WiFi power measurements using Rytov wave models[J]. IEEE Transactions on Vehicular Technology, 2015, 64(4): 1376–1387. doi: 10.1109/TVT.2015.2397446
|
[58] |
DEPATLA S, KARANAM C R, and MOSTOFI Y. Robotic through-wall imaging: Radio-frequency imaging possibilities with unmanned vehicles[J]. IEEE Antennas and Propagation Magazine, 2017, 59(5): 47–60. doi: 10.1109/MAP.2017.2731302
|
[59] |
KARANAM C R and MOSTOFI Y. 3D through-wall imaging with unmanned aerial vehicles using WiFi[C]. The 2017 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Pittsburgh, USA, 2017: 131–142.
|
[60] |
HAMILTON B R, MA Xiaoli, BAXLEY R J, et al. Radio frequency tomography in mobile networks[C]. 2012 IEEE Statistical Signal Processing Workshop (SSP), Ann Arbor, USA, 2012: 508–511. doi: 10.1109/SSP.2012.6319745.
|
[61] |
BECK B, BAXLEY R and MA Xiaoli. Regularization techniques for floor plan estimation in radio tomographic imaging[C]. 2013 IEEE Global Conference on Signal and Information Processing, Austin, USA, 2013: 177–180. doi: 10.1109/GlobalSIP.2013.6736844.
|
[62] |
XU Shengxin, LIU Heng, GAO Fei, et al. Experimental verification: Enabling obstacle mapping based on radio tomographic imaging[C]. The 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), Chicago, USA, 2018: 1–5. doi: 10.1109/VTCFall.2018.8690867.
|
[63] |
GUO Qichang, LI Yanlei, LIANG Xingdong, et al. Through-the-wall image reconstruction via reweighted total variation and prior information in radio tomographic imaging[J]. IEEE Access, 2020, 8: 40057–40066. doi: 10.1109/ACCESS.2020.2976769
|
[64] |
ZHANG Yang, CUI Guolong, RAN Qingxin, et al. Knowledge-assisted building layout reconstruction for through-the-wall radar imaging[C]. 2020 IEEE Radar Conference, Florence, Italy, 2020: 1–5.
|
[65] |
CHEN Jiahui, CUI Guolong, LIU Xinyu, et al. Strong scatterer reconstruction based on chirp-pulse microwave computed tomography[C]. 2019 IEEE International Conference on Signal, Information and Data Processing, Chongqing, China, 2019: 1–4.
|
[66] |
GUO Qichang, LI Yanlei, LIANG Xingdong, et al. A novel CT-mode through-the-wall imaging method based on time delay estimation[J]. IEEE Geoscience and Remote Sensing Letters, 2020, in press. doi: 10.1109/LGRS.2020.3000423
|
[67] |
HOLL P M and REINHARD F. Holography of Wi-Fi radiation[J]. Physical Review Letters, 2017, 118(18): 183901. doi: 10.1103/PhysRevLett.118.183901
|
[68] |
LIU Jiangang, CUI Guolong, JIA Yong, et al. Sidewall detection using multipath in through-wall radar moving target tracking[J]. IEEE Geoscience and Remote Sensing Letters, 2015, 12(6): 1372–1376. doi: 10.1109/LGRS.2015.2403133
|
[69] |
刘剑刚. 穿墙雷达隐蔽目标成像跟踪方法研究[D]. [博士论文], 电子科技大学, 2017: 95–106.
LIU Jiangang. Imaging-tracking technology for hidden targets of a through-the-wall radar[D]. [Ph. D. dissertation], University of Electronic Science and Technology of China, 2017: 95–106.
|
[70] |
GUO Shishen, CUI Guolong, KONG Lingjiang, et al. Multipath analysis and exploitation for MIMO through-the-wall imaging radar[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(10): 3721–3731. doi: 10.1109/JSTARS.2018.2865746
|
[71] |
YANG Xiaqing, FAN Shihao, GUO Shisheng, et al. NLOS target localization behind an L-shaped corner with an L-band UWB radar[J]. IEEE Access, 2020, 8: 31270–31286. doi: 10.1109/ACCESS.2020.2973046
|
[72] |
LI Songlin, CUI Guolong, GUO Shisheng, et al. On the electromagnetic diffraction propagation model and applications[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 884–895. doi: 10.1109/JSTARS.2020.2974529
|