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 …
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 …
computing systems should be highly energy-efficient due to their ultrasmall form factor …
Adapting convolutional neural networks for indoor localization with smart mobile devices
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 …
(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) …
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
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 …
associated memory problems cause many difficulties for Alzheimer's patients and their …
Multi-head attention neural network for smartphone invariant indoor localization
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 …
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 …
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 …
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 …
people and assets. Ubiquitously available Wi-Fi signals have enabled low-cost …
Machine learning accelerators in 2.5 D chiplet platforms with silicon photonics
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 …
Neural Engine now dominate CPUs and GPUs for energy-efficient ML processing. However …