Navin Ranjan

City-Wide Traffic Congestion Prediction Based on CNN, LSTM and Transpose CNN

Hong Ping Zhao, Pervez Khan, Sovit Bhandari, 2020, IEEE Access.

Deep Learning-Based Content Caching in the Fog Access Points

Pervez Khan, Sovit Bhandari, Navin Ranjan, 2021, Electronics.

A Fairness of Data Combination in Wireless Packet Scheduling

Pervez Khan, Yeong-Chan Kim, Navin Ranjan, 2022, Sensors.

Deep Reinforcement Learning for Dynamic Spectrum Access in the Multi-Channel Wireless Local Area Networks

Yeong-Chan Kim, Navin Ranjan, Sovit Bhandari, 2022, 2022 International Conference on Electronics, Information, and Communication (ICEIC).

Large-Scale Road Network Congestion Pattern Analysis and Prediction Using Deep Convolutional Autoencoder

Pervez Khan, Sovit Bhandari, Navin Ranjan, 2021, Sustainability.

Large-Scale Road Network Traffic Congestion Prediction Based on Recurrent High-Resolution Network

Navin Ranjan, Sovit Bhandari, Hoon Kim, 2023, Applied Sciences.

Optimal Cache Resource Allocation Based on Deep Neural Networks for Fog Radio Access Networks

Hong Ping Zhao, Pervez Khan, Sovit Bhandari, 2020 .