We propose a hybrid coded modulation scheme which composes of inner and outer codes. The outer-code can be any standard binary linear code with efficient soft decoding capability (e.g. low-density parity-check (LDPC) codes). is designed using deep neural network (DNN) takes the channel bits outputs modulated symbols. For training DNN, we to use loss function that inspired by generalized mutual ...

The number of studies on hybrid-electric aircraft is steadily increasing because these configurations can lead to lower operating costs and environmental impact than traditional aircraft. However, due the lack reference data actual aircraft, design tools results are difficult validate. This paper analyzes key points that must be validated when developing or implementing a tool by contrasting as...

Gray-scale images can be displayed on binary display devices using a process known as half-toning where gray intensities are approximated by different distributions of black and white pixels. There is a significant number of methods with which these binary or half-toned approximations can be generated. Most of the available methods can be categorized as either a threshold-matrix half-toning met...

The automatic retrieval of syntax structure has been a longstanding goal of computer science, but one that still does not seem attainable. Two different approaches are commonly employed: 1. A method of grammatical description that is deemed adequate is implemented in a way that allows the necessary generalizations to be expressed, and at the same time is still computationally feasible. General ...

Collocation Extraction plays an important role in machine translation, information retrieval, secondary language learning, etc., and has obtained significant achievements in other languages, e.g. English and Chinese. There are some studies for Arabic collocation extraction using POS annotation to extract Arabic collocation. We used a hybrid method that included POS patterns and syntactic depend...

The aim of this paper is to review the most important results on the hybrid procedures 7] for solving systems of linear equations. Starting from two iterative methods for solving a system of linear equations, the hybrid procedure consists of constructing a new sequence of iterates with better convergence properties. For a more complete treatment, see 4]. Hybrid procedures were extended to syste...

We propose a method for solving continuous-state and action stochastic dynamic programs that is a hybrid between the continuous space projection methods introduced by Judd and the discrete space methods introduced by Bellman. Our hybrid approach yields a smooth representation of the value function while preserving the computational simplicity of discrete dynamic programming. The method is espec...

Radiation hybrid mapping is a somatic cell technique for ordering genetic loci along a chromosome and estimating physical distances between adjacent loci. This paper presents a model of fragment generation and retention for data involving two or more copies of the chromosome of interest per clone. Such polyploid data can be generated by initially irradiating normal diploid cells or by pooling h...

The combining of one or more CPU’s and an FPGA fabric on the same die is growing in popularity. Such programmable system-on-chip (PSOC) systems promise performance and development time advantages over conventional technology. They include embedded CPU’s which can be characterized as either hard cores (designed into the PSOC at manufacture time) or as soft cores (designed by the end user of the ...