WiFi (Wireless Fidelity) fingerprint obtaining methods, devices and equipment and memory medium

Abstract

The invention discloses WiFi (Wireless Fidelity) fingerprint obtaining methods, devices and equipment and a memory medium and belongs to the technical field of indoor positioning. A method comprises the steps of for each WiFi identity scanned in an area, obtaining at least one piece of signal strength corresponding to the WiFi identity within preset duration; clustering the signal strength until at least two signal strength sets which obey unimodal distribution are obtained through clustering, when the signal strength obeys non-unimodal distribution; obtaining target signal strength corresponding to the WiFi identities according to each signal strength set; and generating a WiFi fingerprint of the area according to each WiFi identity and the target signal strength corresponding to each WiFi identity. According to the methods, the devices, the equipment and the memory medium, the obtained WiFi fingerprint can accurately reflect a signal strength level of the area, and on the basis of providing relatively much and comprehensive reference information in a follow-up WiFi fingerprint matching process, indoor positioning precision is greatly improved.

Description

technical field [0001] The present invention relates to the technical field of indoor positioning, in particular to a WiFi fingerprint acquisition method, device, storage medium and equipment. Background technique [0002] As the number of access points in indoor layouts gradually increases, indoor positioning based on WiFi (Wireless Fidelity, wireless fidelity) fingerprints has become an important way to solve indoor positioning problems. Wherein, the WiFi fingerprint is composed of a series of WiFi identifiers scanned at the current location and corresponding signal strengths, and the WiFi identifier generally refers to a MAC (Media Access Control, Media Access Control) address of an access point. The reason why indoor positioning can be realized through WiFi fingerprint is because radio waves have attenuation characteristics when propagating in space, so the WiFi identification and signal strength obtained at different indoor locations are different, that is, a WiFi finge...

AI Technical Summary

Problems solved by technology

[0006] The embodiment of the present invention provides a WiFi fingerprint acquisition method, device, storage medium and equipment, which can solve the defect that the WiFi fingerprint may not accurately reflect the signal strength level of an area in the related art, and then based on such a WiFi fingerprint. Indoor positioning leads to low indoor positioning accuracy

Images