Abstract:In this paper, we present a simple empirical model for calculating gain and excess noise in heterojunction GaAs/Al ξ Ga 1−ξ As APDs (0.3 ≤ ξ ≤ 0.6), without going through the relatively complicated and time consuming Monte Carlo simulation, commonly used for such devices. In this model, we present a set of empirical formula which can predict a distribution function for ionization path length for a given electric field throughout multiplication region. To determine the optimized values of the adjustable parameters used in our empirical model, we train a back-propagation neural network. The results are in excellent agreement with those obtained by the random path length (RPL) technique. Keywords: avalanche photodiode, Monte Carlo simulation Classification: Photonics devices, circuits, and systems R. Grey, "Low multiplication noise thin Al 0.6 Ga 0.4 As avalanche photodiodes," IEEE Trans. Electron Devices, vol. 48, no. 7, pp. 1310-1317, July 2001 [6] M. M. Hayat, B. E. A. Saleh, and M. C. Teich, "Effect of dead space on gain and noise of double-carrier-multiplication avalanche photodiodes," IEEE Trans. Electron Devices, vol. 39, no. 3, pp. 546-552, March 1992. [7] R. J. McIntyre, "A new look at impact ionization-part I: A theory of gain, noise, breakdown probability, and frequency response," IEEE Trans.
ReferencesElectron Devices, vol. 46, no. 8, pp. 546-552, Aug. 1999. [8] D. S. Ong, K. F. Li, G. J. Rees, J. P. R. David, and P. N. Robson, "A simple model to determine multiplication and noise in avalanche photodiodes,"