37 citations · 79 across the 13 of their papers we have counts for
15 papers
Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters
Betty Lala, Srikant Manas Kala, Anmol Rastogi +2
Indoor thermal comfort in smart buildings has a significant impact on the health and performance of occupants. Consequently, machine learning (ML) is increasingly used to solve cha…
Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters
Betty Lala, Srikant Manas Kala, Anmol Rastogi +3
Thermal comfort in indoor environments has an enormous impact on the health, well-being, and performance of occupants. Given the focus on energy efficiency and Internet-of-Things e…
Multi-task Learning for Concurrent Prediction of Thermal Comfort, Sensation, and Preference
Betty Lala, Hamada Rizk, Srikant Manas Kala +1
Indoor thermal comfort immensely impacts the health and performance of occupants. Therefore, researchers and engineers have proposed numerous computational models to estimate therm…
Heterogenous Networks: From small cells to 5G NR-U
Vanlin Sathya, Srikant Manas Kala, Kalpana Naidu
With the exponential increase in mobile users, the mobile data demand has grown tremendously. To meet these demands, cellular operators are constantly innovating to enhance the cap…
Optimizing Unlicensed Coexistence Network Performance Through Data Learning
Srikant Manas Kala, Vanlin Sathya, Kunal Dahiya +2
Unlicensed LTE-WiFi coexistence networks are undergoing consistent densification to meet the rising mobile data demands. With the increase in coexistence network complexity, it is…
Statistical Relationship between Interference Estimates and Network Capacity
Srikant Manas Kala, Winston K. G. Seah, Vanlin Sathya +1
Interference is a major impediment to the performance of a wireless network as it has a significant adverse impact on Network Capacity. There has been a gradual and consistent dens…
A Socio-inspired CALM Approach to Channel Assignment Performance Prediction and WMN Capacity Estimation
Srikant Manas Kala, Vanlin Sathya, M Pavan Kumar Reddy +2
A significant amount of research literature is dedicated to interference mitigation in Wireless Mesh Networks (WMNs), with a special emphasis on designing channel allocation (CA) s…
Enhancing Channel Assignment Performance in Wireless Mesh Networks Through Interference Mitigation Functions
Mule Pavan Kumar Reddy, Srikant Manas Kala, Bheemarjuna Reddy Tamma
The notion of Total Interference Degree (TID) is traditionally used to estimate the intensity of prevalent interference in a Multi-RadioMulti-ChannelWirelessMesh Network (MRMC WMN)…
Near Optimal Channel Assignment for Interference Mitigation in Wireless Mesh Networks
Ranadheer Musham, Srikant Manas Kala, Pavithra Muthyap +2
In multi-radio multi-channel (MRMC) WMNs, interference alleviation is affected through several network design techniques e.g., channel assignment (CA), link scheduling, routing etc…
Min-O-Mee: A Proximity Based Network Application Leveraging The AllJoyn Framework
Hatim Lokhandwala, Srikant Manas Kala, Bheemarjuna Reddy Tamma
Close proximity of mobile devices can be utilized to create ad hoc and dynamic networks. These mobile Proximity Based Networks (PBNs) are Opportunistic Networks that enable devices…
Evaluation of Channel Assignment Performance Prediction Techniques in Random Wireless Mesh Networks
M Pavan Kumar Reddy, Srikant Manas Kala, Bheemarjuna Reddy Tamma
Performance of wireless mesh networks (WMNs) in terms of network capacity, end-to-end latency, and network resilience depends upon the prevalent levels of interference. Thus, inter…
Reliable Prediction of Channel Assignment Performance in Wireless Mesh Networks
Srikant Manas Kala, Ranadheer Musham, M Pavan Kumar Reddy +1
The advancements in wireless mesh networks (WMN), and the surge in multi-radio multi-channel (MRMC) WMN deployments have spawned a multitude of network performance issues. These is…
Predicting Performance of Channel Assignments in Wireless Mesh Networks through Statistical Interference Estimation
Srikant Manas Kala, M. Pavan Kumar Reddy, Bheemarjuna Reddy Tamma
Wireless Mesh Network (WMN) deployments are poised to reduce the reliance on wired infrastructure especially with the advent of the multi-radio multi-channel (MRMC) WMN architectur…
Radio Co-location Aware Channel Assignments for Interference Mitigation in Wireless Mesh Networks
Srikant Manas Kala, M. Pavan Kumar Reddy, Ranadheer Musham +1
Designing high performance channel assignment schemes to harness the potential of multi-radio multi-channel deployments in wireless mesh networks (WMNs) is an active research domai…
Interference Mitigation In Wireless Mesh Networks Through Radio Co-location Aware Conflict Graphs
Srikant Manas Kala, M. Pavan Kumar Reddy, Ranadheer Musham +1
Wireless Mesh Networks (WMNs) have evolved into a wireless communication technology of immense interest. But technological advancements in WMNs have inadvertently spawned a plethor…