Related Experiment Video
Updated: Jan 4, 2026

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
Published on: December 15, 2023
Outage Probability Performance Prediction for Mobile Cooperative Communication Networks Based on Artificial Neural
Han Wang1,2, Lingwei Xu3,4, Xianpeng Wang5
1College of Physical Science & Engineering, Yichun University, Yichun 336000, China. hanwang1214@126.com.
Abstract:
This paper investigates outage probability (OP) performance predictions using transmit antenna selection (TAS) and derives exact closed-form OP expressions for a TAS scheme. It uses Monte-Carlo simulations to evaluate OP performance and verify the analysis. A back-propagation (BP) neural network-based OP performance prediction algorithm is proposed and compared with extreme learning machine (ELM), locally weighted linear regression (LWLR), support vector machine (SVM), and BP neural network methods. The proposed method was found to have higher OP performance prediction results than the other prediction methods.
Related Concept Videos
Maximum Power Flow and Line Loadability
Neuronal Communication
Determination of Expected Frequency
Network Function of a Circuit
Propagation of Action Potentials
Neurons (nerve cells) have a resting membrane potential, with a slightly negative charge inside compared to outside. This is maintained by ion channels, such as sodium (Na+) and potassium (K+) channels, which control the flow of ions. When a stimulus, like a touch or a signal from another neuron, triggers the neuron, sodium channels open, allowing sodium ions to...
Neural Circuits
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...