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An Autonomous Alarm System for Personal Safety Assurance of Intimate Partner Violence Survivors Based on Passive Continuous Monitoring through Biosensors

机译:基于被动连续监测通过生物传感器的亲密伴侣暴力幸存者的个人安全保障自主警报系统

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摘要

Intimate Partner Violence (IPV) dramatically compromises the free and complete development of many women around the world, therefore leading to social asymmetry regarding the right to personal safety. In many cases, a woman who has reported her partner to police for gender-based violence needs to ensure her protection (either before the trial of the aggressor or after their freedom). Thus, it would be ideal if autonomous alarm systems could be developed in order to call the police if necessary. Up to now, many proposals have been presented in this regard, including solutions based on Information and Communication Technologies (ICT) but, unfortunately, these approaches usually rely on the active participation of the victims (survivors), who have to turn the system on by themselves if needed. Therefore, in order to overcome such limitations, in this work, a passive continuous monitoring system is proposed which uses biosensors attached to the survivor as well as machine learning techniques to infer if an abnormal situation related to gender-based violence is taking place, activating in this case an alarm. The monitoring structure of the system supervises a great deal of bio-signals according to the current status of technology of wearables and biomedical devices. The presented biosensors-based surveillance solution can also be manually disconnected for 30/60/90 min (on demand) in order to avoid false positives when a woman is, for example, practicing sports or carrying out other inoffensive activities that could incorrectly activate the alarm.
机译:亲密的合作伙伴暴力(IPV)大大妥协了世界各地许多女性的自由和完全发展,因此导致人身安全权的社会不对称。在许多情况下,一位向警察讨论了伴侣的女性,以确保她的保护(在侵略者或自由之后的审判之前)。因此,如果可以开发自主警报系统,这将是理想的,以便如有必要地呼叫警方。到目前为止,这方面已经提出了许多提案,包括基于信息和通信技术(ICT)的解决方案,但不幸的是,这些方法通常依赖于受害者(幸存者)的积极参与,他们必须转动系统如果需要,他们自己。因此,为了克服这些限制,在这项工作中,提出了一种被动连续监测系统,其使用附着在幸存者和机器学习技术附着的生物传感器来推断出与基于性别的暴力相关的异常情况,激活在这种情况下,警报。根据可穿戴设备和生物医学设备的当前技术的当前状态,系统的监测结构监督了大量生物信号。基于生物传感器的监控解决方案也可以手动断开30/60/90分钟(按需),以避免当一个女人是练习运动或执行可能错误地激活的其他不正确的活动时,以避免误报警报。

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