Blind receiver design-based multi-dimensional stable distribution model using the EM algorithm
نویسندگان
چکیده
Multi-antenna receivers are a key technology for modern communication systems. Signal attenuation in the very low frequency (VLF) channel is serious problem. In addition to high signal attenuation, resulting noise on VLF non-Gaussian. Hence, analyze and address issue of normal operation multi-antenna receiver channel, we must study detection problem multi-dimensional non-Gaussian fading channel. Motivated by existing blind an underwater submarine single-antenna receiver, estimation algorithm under model. this study, propose based expectation-maximization (EM) algorithm. The proposed can reduce noise. addition, nonlinear that accurately receive transmitted over high-attenuation Numerical simulation results uncorrelated correlated channels confirm design close optimal, with computation complexity.
منابع مشابه
fault location in power distribution networks using matching algorithm
چکیده رساله/پایان نامه : تاکنون روشهای متعددی در ارتباط با مکان یابی خطا در شبکه انتقال ارائه شده است. استفاده مستقیم از این روشها در شبکه توزیع به دلایلی همچون وجود انشعابهای متعدد، غیر یکنواختی فیدرها (خطوط کابلی، خطوط هوایی، سطح مقطع متفاوت انشعاب ها و تنه اصلی فیدر)، نامتعادلی (عدم جابجا شدگی خطوط، بارهای تکفاز و سه فاز)، ثابت نبودن بار و اندازه گیری مقادیر ولتاژ و جریان فقط در ابتدای...
Estimation of the Parameters of the Lomax Distribution using the EM Algorithm and Lindley Approximation
Estimation of statistical distribution parameter is one of the important subject of statistical inference. Due to the applications of Lomax distribution in business, economy, statistical science, queue theory, internet traffic modeling and so on, in this paper, the parameters of Lomax distribution under type II censored samples using maximum likelihood and Bayesian methods are estimated. Wherea...
متن کاملStable multi-dimensional model reduction and IIR filter design
Abstract: It is well-known that model reduction techniques applied to stable multi-dimensional Linear Shift-Invariant (LSI) systems with Infinite-extent Impulse Response (IIR) do not necessarily guarantee a stable reduced system. Several conditions exist to check stability a posteriori. In this paper we outline a new technique that guarantees, a priori, that the system or filter is stable. In S...
متن کاملMaximum Likelihood Multi - User CDMA Receiver for Base - Station Antenna Arrays using EM Algorithm
A b s t r a c t
متن کاملA multi-period distribution network design model under demand uncertainty
Supply chain management is taken into account as an inseparable component in satisfying customers' requirements. This paper deals with the distribution network design (DND) problem which is a critical issue in achieving supply chain accomplishments. A capable DND can guarantee the success of the entire network performance. However, there are many factors that can cause fluctuations in input dat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Advances in Mechanical Engineering
سال: 2023
ISSN: ['1687-8132', '1687-8140']
DOI: https://doi.org/10.1177/16878132231189092