{"title":"Clutter Rejection and Adaptive Filtering in Compressed Sensing Radar","authors":"","doi":"10.1017/9781108552653.003","DOIUrl":"https://doi.org/10.1017/9781108552653.003","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117212573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Index","authors":"","doi":"10.1017/9781108552653.013","DOIUrl":"https://doi.org/10.1017/9781108552653.013","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127723475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cooperative Spectrum Sharing between Sparse Sensing-Based Radar and Communication Systems","authors":"","doi":"10.1017/9781108552653.011","DOIUrl":"https://doi.org/10.1017/9781108552653.011","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133193056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Fast and Robust Sparsity-Based STAP Methods for Nonhomogeneous Clutter","authors":"","doi":"10.1017/9781108552653.007","DOIUrl":"https://doi.org/10.1017/9781108552653.007","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121866720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"RFI Mitigation Based on Compressive Sensing Methods for UWB Radar Imaging","authors":"","doi":"10.1017/9781108552653.004","DOIUrl":"https://doi.org/10.1017/9781108552653.004","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116755893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Compressed Sensing Methods for Radar Imaging in the Presence of Phase Errors and Moving Objects","authors":"","doi":"10.1017/9781108552653.012","DOIUrl":"https://doi.org/10.1017/9781108552653.012","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117090142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Compressed CFAR Techniques","authors":"","doi":"10.1017/9781108552653.005","DOIUrl":"https://doi.org/10.1017/9781108552653.005","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124773484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Spectrum Sensing for Cognitive Radar via Model Sparsity Exploitation","authors":"","doi":"10.1017/9781108552653.010","DOIUrl":"https://doi.org/10.1017/9781108552653.010","url":null,"abstract":"","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132965478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Adaptive Beamforming via Sparsity-Based Reconstruction of Covariance Matrix","authors":"Yujie Gu, N. Goodman, Yimin D. Zhang","doi":"10.1017/9781108552653.009","DOIUrl":"https://doi.org/10.1017/9781108552653.009","url":null,"abstract":"Traditional adaptive beamformers are very sensitive to model mismatch, especially when the training samples for adaptive beamformer design are contaminated by the desired signal. In this chapter, we reconstruct a signal-free interference-plus-noise covariance matrix for adaptive beamformer design. Exploiting the sparsity of sources, the interference covariance matrix can be reconstructed as a weighted sum of the outer products of the interference steering vectors, and the corresponding parameters can be estimated from a sparsityconstrained covariance matrix fitting problem. In contrast to classical compressive sensing and sparse reconstruction techniques, the sparsity-constrained covariance matrix fitting problem can be effectively solved as a modified least squares solution by using the a priori information on the array structure. Extensive simulation results demonstrate that the proposed adaptive beamformer almost always provides the near-optimal output performance regardless of the input signal power.","PeriodicalId":251232,"journal":{"name":"Compressed Sensing in Radar Signal Processing","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134005233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}