A survey on ubiquitous WiFi-based indoor localization system for smartphone users from implementation perspectives

P Roy, C Chowdhury - CCF Transactions on Pervasive Computing and …, 2022 - Springer
Indoor localization has the capability to change the way of providing location-based services
in a closed environment and has more potential than that of GPS if the present shortcomings …

A survey on energy management for mobile and IoT devices

S Pasricha, R Ayoub, M Kishinevsky… - IEEE Design & …, 2020 - ieeexplore.ieee.org
Mobile and IoT devices have proliferated our daily lives. However, these miniaturized
computing systems should be highly energy-efficient due to their ultrasmall form factor …

Adapting convolutional neural networks for indoor localization with smart mobile devices

A Mittal, S Tiku, S Pasricha - Proceedings of the 2018 on Great Lakes …, 2018 - dl.acm.org
Indoor localization is emerging as an important application domain for enhanced navigation
(or tracking) of people and assets in indoor locales such as buildings, malls, and …

Indoor localization with smartphones: Harnessing the sensor suite in your pocket

C Langlois, S Tiku, S Pasricha - IEEE Consumer Electronics …, 2017 - ieeexplore.ieee.org
The need for indoor localization systems that can provide reliable access to location
information in areas that are not serviced sufficiently by a global positioning system (GPS) …

Neural network-based Alzheimer's patient localization for wireless sensor network in an indoor environment

Z Munadhil, SK Gharghan, AH Mutlag, A Al-Naji… - IEEE …, 2020 - ieeexplore.ieee.org
The number of older adults with Alzheimer's disease is increasing every year. The
associated memory problems cause many difficulties for Alzheimer's patients and their …

Multi-head attention neural network for smartphone invariant indoor localization

S Tiku, D Gufran, S Pasricha - 2022 IEEE 12th international …, 2022 - ieeexplore.ieee.org
Smartphones together with RSSI fingerprinting serve as an efficient approach for delivering
a low-cost and high-accuracy indoor localization solution. However, a few critical challenges …

QuickLoc: adaptive deep-learning for fast indoor localization with mobile devices

S Tiku, P Kale, S Pasricha - ACM Transactions on Cyber-Physical …, 2021 - dl.acm.org
Indoor localization services are a crucial aspect for the realization of smart cyber-physical
systems within cities of the future. Such services are poised to reinvent the process of …

Siamese neural encoders for long-term indoor localization with mobile devices

S Tiku, S Pasricha - 2022 Design, Automation & Test in Europe …, 2022 - ieeexplore.ieee.org
WiFi fingerprinting-based indoor localization on smartphones is an emerging application
domain for enhanced positioning and tracking of people and assets within indoor locales …

Overcoming Security Vulnerabilities in Deep Learning--based Indoor Localization Frameworks on Mobile Devices

S Tiku, S Pasricha - ACM Transactions on Embedded Computing …, 2019 - dl.acm.org
Indoor localization is an emerging application domain for the navigation and tracking of
people and assets. Ubiquitously available Wi-Fi signals have enabled low-cost …

Machine learning accelerators in 2.5 D chiplet platforms with silicon photonics

F Sunny, E Taheri, M Nikdast… - … Design, Automation & …, 2023 - ieeexplore.ieee.org
Domain-specific machine learning (ML) accelerators such as Google's TPU and Apple's
Neural Engine now dominate CPUs and GPUs for energy-efficient ML processing. However …