Turk, M. and Ogras, H., (2011). Classification of chaos-based digital modulation techniques using wavelet neural networks and performance comparison of wavelet families. Expert Systems with Applications, vol. 38, pp. 2557-2565.M. Turk, and H. Ogras, ―Classification of chaos-based digital ...
This report presents the preliminary results of an investigation into the use of pattern-recognition techniques to rapidly and automatically identify the type of modulation on a high-frequency radio signal. Classes of modulation initially considered include double-sideband AM, upper and lower single-side...
This article provides a comprehensive survey of the state-of-the-art DL-based modulation classification algorithms, especially the techniques of signal representation and data preprocessing utilized in these algorithms. Since a received signal can be represented by either features, images, sequences, or...
Classification of maintenance techniques and diagnosing failures methods Equipment components essentially the parts responsible for power transmission and bearings will expose to multiple types of stresses, including external stresses coming from the nature of the working and internal stresses resulting from ....
A hi erarchical nearest neighbor classification method was developed based on the thr ee modulation features of amplitude, phase and period to automatically classify aircraft in air-defense radar systems. The relatively constant amplitude and ph ase modulation are extracted using the relative change in...
The problem of automatic classification of digital communication modulation schemes is considered in this work. Firstly, the maximum likelihood (ML) classifier for classifying phase-amplitude modulated schemes in coherent environment is presented. It is well known that the ML classifier requires the knowl...
The proposed algorithm outperforms the existing techniques of classification and can be used under strategic environment. 展开 关键词: Receivers Feature extraction Frequency modulation Pulse modulation Radar measurements DOI: 10.1109/TAES.2017.2667142 被引量: 9 ...
In addition, it is capable to classify type and order of modulation in both Gaussian and non-Gaussian environments.Introduction State-of-the-art digital communications and signal processing techniques have caused a major resurgence in high frequency (HF) communication systems by reducing equipment size...
Multi-input multi-output systems with associated technologies such as smart antennas and adaptive coding and modulation techniques enhance channel capacity... BA Cetiner,H Jafarkhani,JY Qian,... - 《Communications Magazine IEEE》 被引量: 360发表: 2004年 A METHOD OF TRANSMITTING FEEDBACK INFORMATION...
Automatic classification of the digital modulation type of a signal is a branch of non-cooperative communication techniques, which has found many applicati... KC Ho,L Hong - Digital Wireless Communication III 被引量: 10发表: 2001年 Apparatus and method for robust BPSK/QPSK blind modulation class...