Title :
Time encoding and reconstruction of multichannel data by brain implants using asynchronous sigma delta modulators
Author :
Senay, Seda ; Chaparro, Luis F. ; Sclabassi, Robert J. ; Sun, Mingui
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Pittsburgh, Pittsburgh, PA, USA
Abstract :
Recently, information technology and microelectronics have enabled implanting miniature and highly intelligent devices within the brain for in-vitro diagnostic and therapeutic functions. Power and physical size constraints of these devices necessitate novel signal processing methods. In this paper we investigate an effective data acquisition and reconstruction method for brain implants based on asynchronous sigma delta modulators (ASDMs). The ASDMs are analog non-linear feedback systems capable of time coding signals. The proposed reconstruction algorithm is based on the prolate spheroidal wave function (PSWF) expansion of the sinc functions and the order of expansion is given by the input signal being coded. Multiplexing and transmission of the different channels of data are accomplished by chirp orthogonal frequency division multiplexing. Computer simulations using multi channel electroen-cephalographic data are performed for wireless transmission by brain implants for monitoring abnormal brain activities of epilepsy patients.
Keywords :
electroencephalography; encoding; frequency division multiplexing; medical signal processing; prosthetics; sigma-delta modulation; signal reconstruction; abnormal brain activities; analog nonlinear feedback systems; asynchronous sigma delta modulators; brain implants; chirp orthogonal frequency division multiplexing; data acquisition; epilepsy patients; image reconstruction; multichannel data; multichannel electroencephalographic data; prolate spheroidal wave function; signal processing; time encoding; Brain; Computer Simulation; Feedback; Humans; Monitoring, Physiologic; Prostheses and Implants; Signal Processing, Computer-Assisted; Time Factors;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5333612