Publications [#338849] of Lawrence Carin

Papers Published

1. Carin, L, On the relationship between compressive sensing and random sensor arrays, IEEE Antennas and Propagation Magazine, vol. 51 no. 5 (October, 2009), pp. 72-81, Institute of Electrical and Electronics Engineers (IEEE) [doi]
   (last updated on 2024/12/31)

   Abstract:
   Random sensor arrays are examined from a compressive-sensing (CS) perspective. It is demonstrated that the natural random-array projections manifested by the media Green's function are consistent with the projection-type measurements associated with compressive sensing. This linkage allows the use of existing compressive-sensing theory to quantify the performance of random arrays, of interest for array design. The analysis demonstrates that the compressive-sensing theory is applicable to arrays in vacuum as well as in the presence of surrounding media; further, the presence of surrounding media with known properties may be used to improve array performance. © 2006 IEEE.