Title :
Signal recovery due to rotational pixel misalignment [holographic memory applications]
Author :
Srinivasa, Shayan G. ; McLaughlin, Steven W.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Pixel misalignments such as two-dimensional lateral shifts, rotation and magnification are one of the common sources of distortion in optical data storage systems like volume holographic memories. In this paper, we formulate the channel model for rotational misalignment of the detector grid array with respect to the transmitter, about the center of the optical axis, and derive an expression for the number of transmitted bits that can be recovered losslessly. Finally, we outline an algorithm for recovering the transmitted bits from the detector array in the presence of additive white Gaussian noise and rotational misalignment. The method is applicable to holographic memories and other imaging systems.
Keywords :
AWGN; holographic storage; optical distortion; signal reconstruction; 2D lateral pixel shifts; additive white Gaussian noise; detector grid array misalignment; lossless transmitted bit recovery; magnification distortion; optical data storage systems; rotation distortion; rotational misalignment channel model; rotational pixel misalignment; signal reconstruction; signal recovery; volume holographic memories; Data storage systems; Holographic optical components; Holography; Optical arrays; Optical distortion; Optical losses; Optical noise; Optical transmitters; Propagation losses; Sensor arrays;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415960