title: Personalized keystroke dynamics for self-powered human--machine interfacing.
abstract: The computer keyboard is one of the most common, reliable, accessible, and effective tools used for human--machine interfacing and information exchange. Although keyboards have been used for hundreds of years for advancing human civilization, studying human behavior by keystroke dynamics using smart keyboards remains a great challenge. Here we report a self-powered, non-mechanical-punching keyboard enabled by contact electrification between human fingers and keys, which converts mechanical stimuli applied to the keyboard into local electronic signals without applying an external power. The intelligent keyboard (IKB) can not only sensitively trigger a wireless alarm system once gentle finger tapping occurs but also trace and record typed content by detecting both the dynamic time intervals between and during the inputting of letters and the force used for each typing action. Such features hold promise for its use as a smart security system that can realize detection, alert, recording, and identification. Moreover, the IKB is able to identify personal characteristics from different individuals, assisted by the behavioral biometric of keystroke dynamics. Furthermore, the IKB can effectively harness typing motions for electricity to charge commercial electronics at arbitrary typing speeds greater than 100 characters per min. Given the above features, the IKB can be potentially applied not only to self-powered electronics but also to artificial intelligence, cyber security, and computer or network access control.
authors.affiliation: School of Materials Science and Engineering, Georgia Institute of Technology , Atlanta, Georgia 30332-0245, United States.
authors.forename: Jun
authors.initials: J
authors.lastname: Chen
authors.forename: Guang
authors.initials: G
authors.lastname: Zhu
authors.forename: Jin
authors.initials: J
authors.lastname: Yang
authors.forename: Qingshen
authors.initials: Q
authors.lastname: Jing
authors.forename: Peng
authors.initials: P
authors.lastname: Bai
authors.forename: Weiqing
authors.initials: W
authors.lastname: Yang
authors.forename: Xuewei
authors.initials: X
authors.lastname: Qi
authors.forename: Yuanjie
authors.initials: Y
authors.lastname: Su
authors.forename: Zhong Lin
authors.initials: ZL
authors.lastname: Wang
mesh_terms: D001185:Artificial Intelligence; D001699:Biometry; D003201:Computers; D055615:Electrical Equipment and Supplies; D004867:Equipment Design; D005385:Fingers; D006801:Humans; D055595:Mechanical Phenomena; D009068:Movement
keywords: IKB; biometrics; human−machine interfacing; keystroke dynamics; self-powering; triboelectrification