Pollution Parameters Monitoring System Using Bluetooth Mesh

Items used in this project Hardware components Arduino Uno - R3 LCD Shield Kit 16x2 Character...

Water Density Mapping For Plants

About the project Mapping water content in the soil of agricultural land is challenging due to...

Autonomous Racing Car

About the project Autonomous cars are starting to rule world. So let's try to make our own and go...

Iot Incubator

About the project Industrial IoT Terminal for monitoring/ control based on decisions taken in the...

Home Garden Kit

About the project A simple solution for Home Garden with Cypress BLE's Mesh Technology.

SparkLink Alliance

SparkLink Alliance is an industrial alliance committed to promote next-generation wireless short-range communication technology innovation and industry ecosystem, and support applications in smart cars, smart homes, smart...

Portable GPS signal acquisition (BDS,GPS,GLONASS,GALILEO,GNSS test)

Portable signal acquisition and replay equipmentIt can complete the acquisition, storage and playback of 30MHz~ 3.6ghz analog signals, and simulate multi-frequency interference signals and fraud signals of BDS, GPS, GLONASS and...

Mathworks Matlab Bluetooth Toolbox

MathWorks Bluetooth® Toolbox provides standard-based tools to design, simulate, and verify Bluetooth communications systems. It supports test waveform generation, golden reference verification, and Bluetooth network modeling. With...

Technical News

Chip

UWB+GNSS Indoor and outdoor integrated positioning module

CM52 series products are UWB+GNSS indoor and outdoor integrated positioning module solutions...

Load More Made in China

Marketing

Jobs oppotunity

The 4th China NEV Thermal Management Innovation Summit 2023

Jobs-Jiangxi Risound Electronics Co., Ltd

Load More Business News

Portable GPS signal acquisition (BDS,GPS,GLONASS,GALILEO,GNSS test)

Portable signal acquisition and replay equipmentIt can complete the acquisition, storage and...

Professional radio noise reduction live microphone Rafavi_Mic_001

Professional radio noise reduction live microphone

rafavi bluetooth earphone smart4

Piano painting process Led intelligent digital displayLong standby no power anxietyI can't get rid of...

rafavi bluetooth earphone smart6

Parrot lips and ear clips don't hurt for a long timeLed intelligent digital display without power...

Download
Algorithm and error analysis of indoor positioning system based on uwb
id
100
algorithm-and-error-analysis-of-indoor-positioning-system-based-on-uwb
As wireless devices become more and more integrated into our daily lives, people's demand for wireless network information is also increasing, such as location, time, temperature, direction, etc. where the location of people or objects is the most important. There is GPS positioning technology outdoors, which can basically achieve meter-level accuracy and can meet the needs of daily life. Therefore, the research on indoor positioning technology is more important. As a new technology in recent years, Ultra-Wide-Band (UWB) signals are widely used in indoor positioning systems due to their advantages of narrow pulse, large bandwidth, and high time resolution. This article aims to analyze the performance of different UWB-based positioning algorithms by analyzing UWB signals, and improve and optimize the errors generated by positioning and ranging. The main research contents of this article are as follows:
Analyzes the positioning technology based on UWB signals and briefly outlines the basic concepts, definitions and unique advantages of UWB signals. By studying the characteristics of the UWB pulse signal, the signal used to generate the UWB signal is selected, and the corresponding channel model is established, the principle is explained, and the characteristics of the UWB signal in different indoor environments are simulated under the impulse response.For various errors caused by position estimation, including non-line-of-sight propagation, multipath effects, clock drift errors, the causes of the errors are analyzed, and the evaluation index of the positioning algorithm accuracy is given. By comparing the lower limit of Cramer-Rao Lower Bound, the root mean square error or the cumulative distribution function of different algorithms, we compare the advantages and disadvantages of the algorithms. Explained the principles of RSSI, AOA, TOA, TDOA based on different signal parameter positioning algorithm, derived positioning algorithm, derived their respective Cramer-Rao Lower Bound, choose to use positioning based on arrival time (difference) positioning algorithm.The time of arrival parameters in the TOA positioning algorithm are studied. Since ordinary one-way ranging is greatly affected by the clock drift error, the effect of the clock drift error is reduced by improving the ranging method. Different TWR ranging algorithms are proposed, and based on the error model under the IEEE802.15.4a standard, a new error model is established, and new error sources are introduced, such as antenna delay, hardware delay and propagation process delay, etc. The new error model is used to theoretically derive and analyze the ranging errors of different TWR algorithms and compare them with the original error model. From the derivation results, the ALTDS-TWR algorithm can more effectively reduce the ranging errors.For different TWR algorithms, through error models, establish simulation environments in different situations, more targeted analysis of the advantages and disadvantages of different TWR algorithms, compare the errors generated by different TWR algorithms, consistent with the mathematical derivation results, ALTDS-TWR algorithm Compared with other algorithms, the ranging error is minimal.
unknown.png
2
0
0
0
3.76 MB
2023-11-25
2023-11-25
0
基于UWB的室内定位系统的算法与误差分析(硕士论文).pdf
0
9e6abc5a58df56dc29bd333598f6c578
674de810e005d4d89f1fe89d7319b4f6d98a03e4
0
0
0
679
679
2023-11-25
0
68
24
54
Ultra-Wide Band, Indoor Positioning, TOA, Two-Way Ranging
Algorithm and error analysis of indoor positioning system based on uwb
0
1
0
*
28
1
0
2369

Login

Bluetoothchina Wechat Official Accounts

qrcode for gh 84b6e62cdd92 258

$5.00
No vote
Add to cart

Newsletters subscription