位置：成果数据库 > 期刊 > 期刊详情页
基于马尔可夫过程的卫星移动信道模型及长期预测方法
  • 期刊名称：电子与信息学报
  • 时间：2011
  • 页码：2948-2953
  • 分类：TN927[电子电信—通信与信息系统;电子电信—信息与通信工程]
  • 作者机构：[1]清华大学信息科学与技术国家实验室,北京100084, [2]清华大学电子工程系,北京100084
  • 相关基金：国家自然科学基金（61021001）和清华大学自主科研计划资助课题
  • 相关项目：宽带无线通信理论及关键技术
作者： 周坡, 曹志刚|
关键词： 卫星移动信道, 马尔可夫过程, 加权预测, 长期预测, Satellite mobile channel, Markov process, Weighting prediction, Long term prediction
中文摘要：

卫星移动信道可被描述为摹于有限状态马尔可夫过程的衰落模型，该文分析了卫星信道的可预测性，然后基于加权预测思想提出了一种卫星移动信道长期预测方法，该方法在当前信道采样的基础上进行二次采样，采样频率大于马尔可夫状态转移速率的2倍，利用信道状态的相关性和信道状态转移概率信息来加权预测未来长期内的信道状态，并依据白回归预测模型给出信道预测输出值，仿真结果表明，采用此方法对卫星信道未来的信道状态进行预测，在信噪比较高时均方误差能够达到10^-2量级，在自适应传输过程中可以降低系统平均误比特率，且能够提高系统吞吐量性能，这对卫星移动通信系统的自适应传输和自适应资源分配都具有一定的指导意义。

英文摘要：

Satellite mobile channel can be described as a fading channel model based on Markov process. Firstly, the predictability of satellite mobile channel is analyzed in this paper. Then a long term prediction method is proposed based on weighting prediction. The method resamples the channel sample values with a sample rate 2 times of the Markov state transferring speed, and uses the correlation of the channel states and Markov state transfer probability to predict the future channel state and outputs the channel prediction value of the long term future according to autoregression prediction model. Simulation results show that by using the proposed method the mean square error can reach about 10^-2 when signal noise ratio is relatively high, moreover, the system average bit error rate can be reduced and the system throughput can be increased. This method can be used to instruct the adaptive transmission and adaptive resource assignment of satellite mobile communications.

同期刊论文项目
宽带无线通信理论及关键技术
期刊论文 100 会议论文 99 获奖 10 专利 112
同项目期刊论文
Performance analysis for buffer-aided communication over block Rayleigh fading channels: queue lengt
A hierarchical c2rtl framework for hardware configurable embedded systems
A Joint Estimation Algorithm with Signal Source for High-Precision Direction Finding
Collaborative Vehicular Content Dissemination with Directional Antennas
一种WLAN下行链路MU-MIMO信道容量的分步优化方法
Improving the Energy Efficiency of Two-Tier Heterogeneous Cellular Networks through Partial Spectrum
Trie shifting scheme with depth adjusting for multiple virtual routers
Novel Transmit Diversity Scheme for TDS-OFDM System With Frequency-Shift m-Sequence Padding
A General Coupling-Based Model Framework for Wideband MIMO Channels
Linear Precoding for Finite-Alphabet Inputs Over MIMO Fading Channels With Statistical CSI
Globally Optimal Precoder Design with Finite-Alphabet Inputs for Cognitive Radio Networks
Distributed RANSAC for the robust estimation of three-dimensional reconstruction
Priori information aided compressive sensing for time domain synchronous OFDM
Energy-Aware Network Planning for Wireless Cellular System with Inter-Cell Cooperation
Irregular mapping applications in LDPC coded modulation
Joint Mode Selection and Resource Allocation for Cellular Controlled Short-Range Communication in OF
Open wireless system cloud: An architecture for future wireless communications system
Performance Study of A Deep Space Communications System with Low-Density Parity-Check Coding under S
存在传输时延差的多点协作多用户传输
独立前向滑块式超高速Viterbi译码器结构设计
深空通信天线组阵上行链路性能
Load balancing by dynamic base station relay station associations in cellular networks
ZebraBAN: a heterogeneous high-performance energy efficient wireless body sensor network
Performance evaluation of routing schemes for energy-constrained delay/fault-tolerant mobile sensor
Optimal Distributed Malware Defense in Mobile Networks with Heterogeneous Devices
Time-Frequency Training OFDM with High Spectral Efficiency and Reliable Performance in High Speed En
Layered multimedia broadcast using rateless codes with progressive recovery over cooperative MIMO
Feedback-based adaptive network coded cooperation for wireless networks
Dynamic Resource Allocation for Real-Time Services in Cooperative OFDMA Systems
Improved Design of Bit Mapping Based on EXIT-Chart Analysis for DVB-T2 System
Corrections to "Unified Laguerre Polynomial-Series-Based Distribution of Small-Scale Fading Env
The Impact of Node Selfishness on Multicasting in Delay Tolerant Networks
An Improved K-Best MIMO Detection Algorithm for Parallel Programmable Baseband Architecture
Generalised Spatial Modulation System with Multiple Active Transmit Antennas and Low Complexity Dete
Optimal Beaconing Control for Epidemic Routing in Delay-Tolerant Networks
Revealing Contact Interval Patterns in Large Scale Urban Vehicular Ad Hoc Networks
Corrections to the Proof in `Coordinated Beamforming for the Multicell Multi-Antenna Wireless System
Incremental Re-Embedding Scheme for Evolving Virtual Network Requests
A General Transmission Scheme for Bi-Directional Communication by Using Eigenmode Sharing
Interference-Aware Relay Selection Scheme for Two-Hop Relay Networks With Multiple Source-Destinatio
Distributed Power Allocation for Coordinated Multipoint Transmissions in Distributed Antenna Systems
Energy-efficient power allocation for non-regenerative OFDM relay links
Energy Saving in Cellular Networks by Dynamic RS-BS Association and BS Switching
Analysis of Boundedness and Convergence of Online Gradient Method for Two-Layer Feedforward Neural N
GLRT Approach for Robust Burst Packet Acquisition in Wireless Communications
Distributed Multichannel and Mobility Aware Cluster-based MAC Protocol for Vehicular Ad-hoc Networks
Optimal Combination of Base Station Densities for Energy-Efficient Two-Tier Heterogeneous Cellular N
Optimal Real-Time Spectrum Sharing Between Cooperative Relay and Ad hoc Networks
能效与资源优化的超蜂窝移动通信系统新架构及其技术挑战
动态能量获取下无线通信的能量管理与资源优化
The Noise Transfer Analysis in Frequency Domain Zero-Forcing Equalization
Active interference cancellation-aided QoS-aware distributed ARQ for cognitive radios with heterogen
An Optimal Relaying Scheme for Delay-Tolerant Networks With Heterogeneous Mobile Nodes
Potential Predictability of Vehicular Staying Time for Large Scale Urban Environment
Exponential and Power Law Distribution of Contact Duration in Urban Vehicular Ad Hoc Networks
Multiple Mobile Data Offloading Through Disruption Tolerant Networks
Bit Division Multiplexing for Broadcasting
Weighted sum-rate maximization for multi-user SIMO multiple access channels in cognitive radio netwo
Capacity Region Bounds and Resource Allocation for Two-Way OFDM Relay Channels
Traffic-Aware Base Station Sleeping Control and Power Matching for Energy-Delay Tradeoffs in Green C
Qos-aware resource allocation for mixed multicast and unicast traffic in OFDMA networks
Comparison of achievable rates of OFDM and single carrier communication systems
基于可编程硬件的虚拟路由器数据平面设计与实现
QoS-Aware Energy-Efficient Radio Resource Scheduling in Multi-User OFDMA Systems
Outage Exponent: A Unified Performance Metric for Parallel Fading Channels
Throughput Improvement by Joint Relay Selection and Link Scheduling in Relay-Assisted Cellular Netwo
Next-Generation Digital Television Terrestrial Broadcasting Systems: Key Technologies and Research T
PN Code Acquisition Using Belief Propagation with Adaptive Parity Check Matrix
Coordinated Multi-Cell Transmission for Distributed Antenna Systems with Partial CSIT
Simplified Direct Search Method for Constrained Nonlinear Mixed-Integer Programming of Two-Dwell Ser
Design of telemetry and telecommand subsystem of a micro-satellite based on industrial-level chips
On precoding for overlapped clustering in a measured urban macrocellular environment
Reception Quality Prediction in a Single Frequency Network for the DTMB Standard
Fair and Bandwidth-efficient Broadcast link rate adaption in wireless LANs
A Dynamic Programming Approach for Base Station Sleeping in Cellular Networks
TANGO: TRAFFIC-AWARE NETWORK PLANNING AND GREEN OPERATION
EXIT-Chart-Matching-Aided Near-Capacity Coded Modulation Design and a BICM-ID Design Example for Bot
片上网络中低延时可扩展的路由器结构设计
基于两倍过采样的60GHz系统并行定时同步
面向普适健康服务的无线体域传感网
基于网络效用的OFDM卫星移动通信系统呼叫接纳控制
基于特征扩频的卫星转发器频谱资源聚合研究
多小区OFDMA系统中低开销的基站协作资源分配算法
面向密集用户区域的无线网络重构体系架构
一种应用于实时业务的非恒速码传输策略
基于分类的软件定义网络流表更新一致性方案
Comparison of Achievable Rates of OFDM and Single Carrier Communication Systems
Fair and Bandwidth-Efficient Broadcast Link Rate Adaption in Wireless LANs
基于到达角误差约束的稳健宽带波束合成算法
一种联合估计的有源校正高精度测向算法
Effectively Lossless Subspace Appearance Model Compression Using Prior Information
Fast Remote-Sensing Image Registration Using Priori Information and Robust Feature Extraction
Opportunistic spectrum sharing in software defined wireless network
Doppler frequency offset estimation and diversity reception scheme of high-speed railway with multiple antennas on separated carriage