13 اردیبهشت 1403
عباسعلي شريفي

عباسعلی شریفی

مرتبه علمی: دانشیار
نشانی: بناب-بزرگراه ولایت- دانشگاه بناب
تحصیلات: دکترای تخصصی / مهندسی برق (مخابرات- سیستم)
تلفن: 041-37745000
دانشکده: دانشکده فنی و مهندسی
گروه: گروه مهندسی برق

مشخصات پژوهش

عنوان
Optimizing cubic metric in orthogonal frequency division multiplexing systems using chaotic differential search algorithm
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Evolutionary algorithms Optimization Chaotic differential search algorithm Partial transmit sequence Search complexity Cubic metric (CM)
پژوهشگران حجت امامی (نفر اول)، عباسعلی شریفی (نفر دوم)

چکیده

Cubic metric (CM) is a more precise measure to compute the large envelope fluctuations of orthogonal frequency division multiplexing signals. In this study, we use the partial transmit sequence method to reduce the high CM of signals. Despite the dramatic CM reduction ability of the partial transmit sequence method, its computational complexity is very high because of an exhaustive search over all possible combinations of phase factors. In order to overcome the search complexity of the partial transmit sequence method, we introduce an effective and fast convergence optimizer called a chaotic differential search algorithm (CDSA). The CDSA is a population based optimization method to solve the complex, large-scale and non-linear problems. Simulation results show the superiority of the proposed CDSA compared with several counterpart algorithms in terms of search complexity and CM mitigation performance.