A Survey on Different Application Areas based on RSS (Received Signal Strength) and Possible Hardware and Software Tools for the Collection of RSS

Abstract

Apart from serving basic communication to users, reach of wireless networks to users has been facilitating various applications and mechanisms which can add on multiple functionality of networks. Received signal strength Indicator (RSSI)/ Channel state Information (CSI) is one such statistics available on user device, which can be used to achieve multiple adjuncts network functionalities and few applications. This paper focuses mainly on RSSI based Human activity recognition (HAR), Node identification as applications and Physical layer key generation (PLKG) as security mechanism. HAR utilizes variations in RSSI values to detect presence of human or their activities. Similarly in node identification, on the basis of RSSI and environment between Access point and nodes, access point predicts the node location. Further, one of the emerging research areas PLKG, also uses RSSI preprocessing to achieve better network performance. The paper also presents comprehensive survey on hardware cards installed in user devices and software tools used to quantify RSSI in HAR applications.

Hybrid KuFaI: A novel secure key generation algorithm using fast independent component analysis for physical layer security techniques

“…These traditional techniques require complex key distribution protocols that may not be suitable for power-limited networks such as IoT. 8 Physical layer key generation (PLKG) techniques [9][10][11] have been planned to explore additional facets of security in wireless communications 12 to address the above issues. In most PLKG techniques, legitimate node pairs use wireless channel randomness to generate keys.…”