Open access
Jul 2026
A unified machine learning framework for intelligent resource allocation toward 6G wireless communications.
A Dual-Stage Multi-Time-Scale Temporal Attention-Based LSTM network (D-MTSTA-LSTM) has been architected, which effectively learns short- and long-term relationships in network trends, thereby precisely predicting optimal communication routes and associated power and spectrum allocation.
Nishu Gupta, Rupali Bhartiya, S. Rathod et al.
· Scientific Reports · 0 citations