Search Results - dapeng+wu

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Clustering Algorithm Based on Self-Organizing Queue for Data Mining, Social Networks and Artificial Intelligence
Self-Organizing Queue (SOQ) Algorithm is Less Complex, but Outperforms Spectral Clustering and Graph-Cut MethodsThe self-organizing queue (SOQ) clustering algorithm offers more accurate clustering than spectral clustering or graph-cut algorithms. Based on the concept of self-organization, it has low computational complexity and can be applied to large...
Published: 6/27/2021   |   Inventor(s): Dapeng Wu, Baohua Sun
Keywords(s): Block Matrix Decomposition, Clustering-Empty SOQ (CE-SOQ), Difference-Check SOQ (DC-SOQ), Self-Organizing Queue
Category(s): Technology Classifications > Engineering > Computer Science
Joint Fountain and Network Coding for Multiple-Input Multiple-Output Wireless Communication
Increases Throughput over Lossy Channels for Wireless Data Transfer and CommunicationThis multiple-input, multiple-output (MIMO) wireless data transmission system utilizes joint FoUntain coding and Network coding (FUN) to achieve unprecedented high throughput over lossy channels. The internet continues to play an increasingly significant role, and wireless...
Published: 6/27/2021   |   Inventor(s): Dapeng Wu, Kairan Sun
Keywords(s): 5G wireless networks, Fountain codes, MIMO, network coding, Wireless Communications
Category(s): Technology Classifications > Engineering > Electrical
Optimal Link Scheduler for Wireless Backhaul Networks
Increases Network Throughput by Scheduling the Best Concurrent Links in Both Centralized and Distributed Network SchemesThis link scheduling protocol maximizes the quality of service (QoS) benefits while minimizing contentions among links under the directional antennas in wireless backhaul heterogeneous cellular networks. The demand for mobile data...
Published: 6/27/2021   |   Inventor(s): Dapeng Wu, Qiuyuan Huang, Yun Zhu, Jiade Li
Keywords(s): contention, directional antennas, Link scheduling, spatial reuse, wireless backhaul
Category(s): Technology Classifications > Engineering > Electrical
Artificial Intelligence System That Unifies Deep Learning with Conceptual Reasoning
Uses Comparative Relationships to Determine Proper Output for New Classes and Inputs, Enabling Zero-Shot LearningThis artificial intelligence (AI) system is designed to understand comparative relationships between input classes, allowing it to predict and reason about the nature of an input belonging to a unknown category by relating it with the memorized...
Published: 3/17/2023   |   Inventor(s): Dapeng Wu, Pratik Brahma
Keywords(s): Deep Learning, logical reasoning, zero shot learning
Category(s): Technology Classifications > Engineering > Computer Science, Technology Classifications > Engineering > Electrical
Improved Joint Fountain and Network Coding For Loss-Tolerant Data Transmission
Makes Networks Faster and More SecureThis joint FoUntain coding and Network (FUN) coding system increases data throughput and decreases transmission delay along a data link. FUN is a forward error correction method that combines features of fountain coding, intra-session network coding, and cross-next-hop network coding. Ultimately, the design prevents...
Published: 6/27/2021   |   Inventor(s): Dapeng Wu, Qiuyuan Huang, Kairan Sun, Huazi Zhang
Keywords(s): digital signal coding, erasure channel, Fountain codes, network coding
Category(s): Technology Classifications > Engineering > Computer Science, Technology Classifications > Engineering > Electrical
Network Algorithm for Communication over Lossy Connections
Improves Transmission of Data without Resending Lost InformationThis communication algorithm combines elements of fountain and network coding to achieve low delay, high throughput connections while allowing multiple uncoordinated source transmission of the same file to the same destination. When communicating data over lossy networks (such as Wi-Fi,...
Published: 6/27/2021   |   Inventor(s): Dapeng Wu, Qiuyuan Huang, Xin Li, Kairan Sun
Keywords(s): erasure channel, Fountain code, network coding
Category(s): Technology Classifications > Engineering > Electrical