메뉴 건너뛰기




Volumn 2, Issue 1, 2012, Pages 1-8

Energy-efficient signal acquisition in wireless sensor networks: A compressive sensing framework

Author keywords

[No Author keywords available]

Indexed keywords

COMPRESSIVE SENSING; ENERGY EFFICIENT; ENVIRONMENTAL INFORMATION; FEEDBACK SCHEME; NETWORK LIFETIME; NUMBER OF SAMPLES; RANDOM SAMPLING; RANDOMISATION; RECONSTRUCTION ERROR; SAMPLING RATES; SIGNAL ACQUISITIONS; WIRELESS SENSOR NETWORK (WSNS);

EID: 84863387990     PISSN: 20436386     EISSN: 20436394     Source Type: Journal    
DOI: 10.1049/iet-wss.2011.0009     Document Type: Article
Times cited : (66)

References (39)
  • 1
    • 0037086890 scopus 로고    scopus 로고
    • Wireless sensor networks: A survey
    • DOI 10.1016/S1389-1286(01)00302-4, PII S1389128601003024
    • Akyildiz, I., Su, W., Sankarasubramaniam, Y., and Cayirci, E.: ' Wireless sensor networks: a survey ', Comput. Netw., 2002, 38, (4), p. 393-422 10.1016/S1389-1286(01)00302-4 (Pubitemid 34181630)
    • (2002) Computer Networks , vol.38 , Issue.4 , pp. 393-422
    • Akyildiz, I.F.1    Su, W.2    Sankarasubramaniam, Y.3    Cayirci, E.4
  • 2
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • 10.1109/TIT.2006.871582 0018-9448
    • Donoho, D.: ' Compressed sensing ', IEEE Trans. Inf. Theory, 2006, 52, (4), p. 1289-1306 10.1109/TIT.2006.871582 0018-9448
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.1
  • 3
    • 85032751965 scopus 로고    scopus 로고
    • Compressive sensing
    • DOI 10.1109/MSP.2007.4286571
    • Baraniuk, R.: ' Compressive sensing ', IEEE Signal Process. Mag., 2007, 24, (4), p. 118-121 10.1109/MSP.2007.4286571 1053-5888 (Pubitemid 47316173)
    • (2007) IEEE Signal Processing Magazine , vol.24 , Issue.4
    • Baraniuk, R.G.1
  • 4
    • 85032750937 scopus 로고    scopus 로고
    • An introduction to compressive sampling: A sensing/sampling paradigm that goes against the common knowledge in data acquisition
    • DOI 10.1109/MSP.2007.914731
    • Candes, E., and Wakin, M.: ' An introduction to compressive sampling ', IEEE Signal Process. Mag., 2008, 25, (2), p. 21-30 10.1109/MSP.2007.914731 1053-5888 (Pubitemid 351513062)
    • (2008) IEEE Signal Processing Magazine , vol.25 , Issue.2 , pp. 21-30
    • Candes, E.J.1    Wakin, M.B.2
  • 5
    • 85032766716 scopus 로고    scopus 로고
    • Compressed sensing for networked data: A different approach to decentralized compression
    • DOI 10.1109/MSP.2007.914732
    • Haupt, J., Bajwa, W., Rabbat, M., and Nowak, R.: ' Compressed sensing for networked data ', IEEE Signal Process. Mag., 2008, 25, (2), p. 92-101 10.1109/MSP.2007.914732 1053-5888 (Pubitemid 351513070)
    • (2008) IEEE Signal Processing Magazine , vol.25 , Issue.2 , pp. 92-101
    • Haupt, J.1    Bajwa, W.U.2    Rabbat, M.3    Nowak, R.4
  • 6
    • 77949941159 scopus 로고    scopus 로고
    • Combined sparsifying transforms for compressed sensing MRI
    • 10.1049/el.2010.1845 0013-5194
    • Qu, X., Cao, X., Guo, D., Hu, C., and Chen, Z.: ' Combined sparsifying transforms for compressed sensing MRI ', Electron. Lett., 2010, 46, (2), p. 121-123 10.1049/el.2010.1845 0013-5194
    • (2010) Electron. Lett. , vol.46 , Issue.2 , pp. 121-123
    • Qu, X.1    Cao, X.2    Guo, D.3    Hu, C.4    Chen, Z.5
  • 7
    • 79955634173 scopus 로고    scopus 로고
    • Spatially regularized compressed sensing for high angular resolution diffusion imaging
    • 10.1109/TMI.2011.2142189 0278-0062
    • Michailovich, O., Rathi, Y., and Dolui, S.: ' Spatially regularized compressed sensing for high angular resolution diffusion imaging ', IEEE Trans. Med. Imag., 2011, 30, (5), p. 1100-1115 10.1109/TMI.2011.2142189 0278-0062
    • (2011) IEEE Trans. Med. Imag. , vol.30 , Issue.5 , pp. 1100-1115
    • Michailovich, O.1    Rathi, Y.2    Dolui, S.3
  • 8
    • 77953565631 scopus 로고    scopus 로고
    • Along-track interferometric SAR imaging based on distributed compressed sensing
    • 10.1049/el.2010.0710 0013-5194
    • Lin, Y., Zhang, B., Hong, W., and Wu, Y.: ' Along-track interferometric SAR imaging based on distributed compressed sensing ', Electron. Lett., 2010, 46, (12), p. 858-860 10.1049/el.2010.0710 0013-5194
    • (2010) Electron. Lett. , vol.46 , Issue.12 , pp. 858-860
    • Lin, Y.1    Zhang, B.2    Hong, W.3    Wu, Y.4
  • 9
    • 77949716938 scopus 로고    scopus 로고
    • Fast OMP algorithm for 2d angle estimation in MIMO radar
    • 10.1049/el.2010.3023 0013-5194
    • Liu, Y., Wu, M., and Wu, S.: ' Fast OMP algorithm for 2d angle estimation in MIMO radar ', Electron. Lett., 2010, 46, (6), p. 444-445 10.1049/el.2010.3023 0013-5194
    • (2010) Electron. Lett. , vol.46 , Issue.6 , pp. 444-445
    • Liu, Y.1    Wu, M.2    Wu, S.3
  • 10
    • 80054065922 scopus 로고    scopus 로고
    • Measurement matrix design for compressive sensing based MIMO radar
    • 10.1109/TSP.2011.2162328 1053-587X
    • Yu, Y., Petropulu, A., and Poor, H.: ' Measurement matrix design for compressive sensing based MIMO radar ', IEEE Trans. Signal Process., 2011, 59, (11), p. 5338-5352 10.1109/TSP.2011.2162328 1053-587X
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.11 , pp. 5338-5352
    • Yu, Y.1    Petropulu, A.2    Poor, H.3
  • 13
    • 84863392965 scopus 로고    scopus 로고
    • Available at: http://www.bridgeforum.com/humber/hessle-anchorage-cal.php, 2009
    • (2009)
  • 14
    • 42649140570 scopus 로고    scopus 로고
    • The restricted isometry property and its implications for compressed sensing
    • 10.1016/j.crma.2008.03.014
    • Candès, E.: ' The restricted isometry property and its implications for compressed sensing ', Comptes rendus-Mathématique, 2008, 346, (9-10), p. 589-592 10.1016/j.crma.2008.03.014
    • (2008) Comptes Rendus-Mathématique , vol.346 , Issue.910 , pp. 589-592
    • Candès, E.1
  • 17
    • 77955767521 scopus 로고    scopus 로고
    • New bounds for restricted isometry constants
    • 10.1109/TIT.2010.2054730 0018-9448
    • Cai, T., Wang, L., and Xu, G.: ' New bounds for restricted isometry constants ', IEEE Trans. Inf. Theory, 2010, 56, (9), p. 4388-4394 10.1109/TIT.2010.2054730 0018-9448
    • (2010) IEEE Trans. Inf. Theory , vol.56 , Issue.9 , pp. 4388-4394
    • Cai, T.1    Wang, L.2    Xu, G.3
  • 18
    • 55649115527 scopus 로고    scopus 로고
    • A simple proof of the restricted isometry property for random matrices
    • 10.1007/s00365-007-9003-x
    • Baraniuk, R., Davenport, M., DeVore, R., and Wakin, M.: ' A simple proof of the restricted isometry property for random matrices ', Construct. Approx., 2008, 28, (3), p. 253-263 10.1007/s00365-007-9003-x
    • (2008) Construct. Approx. , vol.28 , Issue.3 , pp. 253-263
    • Baraniuk, R.1    Davenport, M.2    Devore, R.3    Wakin, M.4
  • 19
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • DOI 10.1137/S003614450037906X, PII S003614450037906X
    • Chen, S., Donoho, D., and Saunders, M.: ' Atomic decomposition by basis pursuit ', SIAM Rev., 2001, 43, (1), p. 129-159 10.1137/S003614450037906X 0036-1445 (Pubitemid 32406896)
    • (2001) SIAM Review , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 20
    • 79955040218 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • 10.1111/j.1467-9868.2011.00771.x
    • Tibshirani, R.: ' Regression shrinkage and selection via the lasso ', J. R. Stat. Soc. Ser. B (Methodological), 1996, 58, (1), p. 267-288 10.1111/j.1467-9868.2011.00771.x
    • (1996) J. R. Stat. Soc. Ser. B (Methodological) , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 22
    • 84863340499 scopus 로고    scopus 로고
    • Available at: http://users.ece.gatech.edu/~justin/l1magic/, 2009
    • (2009)
  • 23
    • 39449126969 scopus 로고    scopus 로고
    • Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
    • DOI 10.1109/JSTSP.2007.910281
    • Figueiredo, M., Nowak, R., and Wright, S.: ' Gradient projection for sparse reconstruction: application to compressed sensing and other inverse problems ', IEEE J. Sel. Top. Signal Process., 2007, 1, (4), p. 586-597 10.1109/JSTSP.2007.910281 (Pubitemid 351276802)
    • (2007) IEEE Journal on Selected Topics in Signal Processing , vol.1 , Issue.4 , pp. 586-597
    • Figueiredo, M.A.T.1    Nowak, R.D.2    Wright, S.J.3
  • 25
    • 55349134896 scopus 로고    scopus 로고
    • 1-norm minimization problems when the solution may be sparse
    • 10.1109/TIT.2008.929958 0018-9448
    • 1-norm minimization problems when the solution may be sparse ', IEEE Trans. Inf. Theory, 2008, 54, (11), p. 4789-4812 10.1109/TIT.2008.929958 0018-9448
    • (2008) IEEE Trans. Inf. Theory , vol.54 , Issue.11 , pp. 4789-4812
    • Donoho, D.1    Tsaig, Y.2
  • 26
    • 80052887877 scopus 로고    scopus 로고
    • A homotopy algorithm for the LASSO with online observations
    • Garrigues, P., and Ghaoui, L.E.: ' A homotopy algorithm for the LASSO with online observations ', Adv. Neural Inf. Process. Syst., 2009, 21, p. 489-496
    • (2009) Adv. Neural Inf. Process. Syst. , vol.21 , pp. 489-496
    • Garrigues, P.1    Ghaoui, L.E.2
  • 27
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • 10.1109/78.258082 1053-587X
    • Mallat, S., and Zhang, Z.: ' Matching pursuits with time-frequency dictionaries ', IEEE Trans. Signal Process., 1993, 41, (12), p. 3397-3415 10.1109/78.258082 1053-587X
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 29
    • 84856938223 scopus 로고    scopus 로고
    • Sparse solution of underdetermined linear equations by stagewise orthogonal matching pursuit
    • 10.1109/TIT.2011.2173241 0018-9448
    • Donoho, D., Tsaig, Y., Drori, I., and Starck, J.: ' Sparse solution of underdetermined linear equations by stagewise orthogonal matching pursuit ', IEEE Trans. Inf. Theory, 2012, 58, (2), p. 1094-1121 10.1109/TIT.2011.2173241 0018-9448
    • (2012) IEEE Trans. Inf. Theory , vol.58 , Issue.2 , pp. 1094-1121
    • Donoho, D.1    Tsaig, Y.2    Drori, I.3    Starck, J.4
  • 30
    • 64749092799 scopus 로고    scopus 로고
    • Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit
    • 10.1007/s10208-008-9031-3 1615-3375
    • Needell, D., and Vershynin, R.: ' Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit ', Found. Comput. Math., 2009, 9, (3), p. 317-334 10.1007/s10208-008-9031-3 1615-3375
    • (2009) Found. Comput. Math. , vol.9 , Issue.3 , pp. 317-334
    • Needell, D.1    Vershynin, R.2
  • 31
    • 62749175137 scopus 로고    scopus 로고
    • CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
    • 10.1016/j.acha.2008.07.002
    • Needell, D., and Tropp, J.: ' CoSaMP: iterative signal recovery from incomplete and inaccurate samples ', Appl. Comput. Harmonic Anal., 2009, 26, (3), p. 301-321 10.1016/j.acha.2008.07.002
    • (2009) Appl. Comput. Harmonic Anal. , vol.26 , Issue.3 , pp. 301-321
    • Needell, D.1    Tropp, J.2
  • 32
    • 65749110333 scopus 로고    scopus 로고
    • Subspace pursuit for compressive sensing: Closing the gap between performance and complexity
    • 10.1109/TIT.2009.2016006 0018-9448
    • Dai, W., and Milenkovic, O.: ' Subspace pursuit for compressive sensing: closing the gap between performance and complexity ', IEEE Trans. Inf. Theory, 2009, 55, (5), p. 2230-2249 10.1109/TIT.2009.2016006 0018-9448
    • (2009) IEEE Trans. Inf. Theory , vol.55 , Issue.5 , pp. 2230-2249
    • Dai, W.1    Milenkovic, O.2
  • 35
    • 52349092455 scopus 로고    scopus 로고
    • On sparse reconstruction from Fourier and Gaussian measurements
    • 10.1002/cpa.20227
    • Rudelson, M., and Vershynin, R.: ' On sparse reconstruction from Fourier and Gaussian measurements ', Commun. Pure Appl. Math., 2008, 61, (8), p. 1025-1045 10.1002/cpa.20227
    • (2008) Commun. Pure Appl. Math. , vol.61 , Issue.8 , pp. 1025-1045
    • Rudelson, M.1    Vershynin, R.2
  • 37
    • 77949694214 scopus 로고    scopus 로고
    • Compressed sensing with cross validation
    • 10.1109/TIT.2009.2032712 0018-9448
    • Ward, R.: ' Compressed sensing with cross validation ', IEEE Trans. Inf. Theory, 2009, 55, (12), p. 5773-5782 10.1109/TIT.2009.2032712 0018-9448
    • (2009) IEEE Trans. Inf. Theory , vol.55 , Issue.12 , pp. 5773-5782
    • Ward, R.1
  • 38
    • 52349087217 scopus 로고    scopus 로고
    • On variants of the Johnson-Lindenstrauss lemma
    • 10.1002/rsa.20218
    • Matoušek, J.: ' On variants of the Johnson-Lindenstrauss lemma ', Random Struct. Algor., 2008, 33, (2), p. 142-156 10.1002/rsa.20218
    • (2008) Random Struct. Algor. , vol.33 , Issue.2 , pp. 142-156
    • Matoušek, J.1
  • 39


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.