CN104049238B - Floor location method based on wireless signal - Google Patents

Floor location method based on wireless signal Download PDF

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Publication number
CN104049238B
CN104049238B CN201410261637.6A CN201410261637A CN104049238B CN 104049238 B CN104049238 B CN 104049238B CN 201410261637 A CN201410261637 A CN 201410261637A CN 104049238 B CN104049238 B CN 104049238B
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floor
mspl
signal
location
eigenvalue
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CN104049238A (en
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易平
俞敏杰
徐炜
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Shanghai Jiaotong University
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Shanghai Jiaotong University
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
    • G01S5/0252Radio frequency fingerprinting

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  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

A kind of floor location method based on wireless signal, including, place a signal generating source respectively at the location top layer of floor area and bottom;Calculate many floor transfer decay MSPL of individual signals occurring source;Calculate the deamplification eigenvalue Δ MSPL of every floor layer successively;After impact point to be positioned enters location floor area, calculate the deamplification eigenvalue △ MSPL of himself according to its signal from two signal generating sources received, then obtain location floor after every layer of deamplification eigenvalue mates with in step 3.The present invention can adapt to different doors structures, and transplantability is high, it is possible to combines with different plain location methods, concrete layout feature simple, quick.

Description

Floor location method based on wireless signal
Technical field
The present invention relates to floor location method, specifically a kind of decay by wireless signal strength calculates the wireless location method of impact point place floor.
Background technology
At present, along with the development of business and popularizing of location technology, indoor positioning technologies becomes the field that current positioning field is the most very powerful and exceedingly arrogant, and the every aspect of daily life has the application to location technology.Such as scene of a fire locating and tracking, product line worker's locating and tracking etc..For these some sights, researcheres have developed a lot of location algorithms, if ZiguoZhong is in meeting " Proceedingsofthe7thACMConferenceonEmbeddedNetworkSensorSystem " RSD (RegulatedSignatureDistance) that mentions in " AchievingRange-freeLocalizationBeyondConnectivity " literary composition of delivering, and F-Gustafsson is first born in TDOA (TimeDifferenceofArrival) location algorithm of proposing in the meeting of IEEE for 2003 etc..These algorithms all differ from one another, and such as RSD algorithm is less to the cost of instrument, but precision is slightly inferior;The positioning precision of TDOA algorithm is significantly high, but cost together is significantly high equally.
But, algorithm above is all based on the algorithm of plane positioning, once be applied in three dimensions, how to determine that the height of impact point just becomes the main factor limiting these Technique Popularizings.Therefore, one accurate, pervasive floor location technology of exploitation is necessary.
The main aspect of the indoor three-dimensional localization techniques of puzzlement at present is exactly the determination of floor, secondly also has the decay of a lot of relevant signal factors such as signal, Multipath Transmission (reflection and refraction) of signal etc. under indoor complex environment.
Summary of the invention
It is an object of the invention to overcome above-mentioned the deficiencies in the prior art, a kind of floor location method based on wireless signal is proposed, it is calculated analyzing by the signal that two signal sources are sent, calculate the floor at impact point place, combine with any plain location method, be provided that very accurate three-dimensional supplies scheme.
The technical solution of the present invention is as follows:
A kind of floor location method based on wireless signal, it is characterized in that, the method comprises the steps:
Step 1, place a signal generating source respectively at the location top layer of floor area and bottom;
Step 2, calculate individual signals occurring source many floor transfer decay MSPL, formula is as follows:
MSPL=PT+ GT+ GR-PR+ N*LI
Wherein, PRFor receiving the signal power of signal, PRFor base station's transmission power, GTFor transmitter antenna gain (dBi), GRFor receiving antenna gain, N is the number of wall, L in transmission pathIFor decay through walls;
Step 3, calculating the deamplification eigenvalue Δ MSPL of every floor layer successively, formula is as follows:
ΔMSPL = MSPL S 2 - MSPL S 1 = 20 log x 2 + ( H - z ) 2 x 2 + z 2 + [ ( H - 2 z ) / h ] * L I
Wherein, signal receives point and is positioned at that (x, z) point, H is building height overall, and h is the height of first floor, MSPLs1It is the floor transfer decay of the first signal generating source, MSPLs2Floor transfer for secondary signal occurring source is decayed;
Step 4, when impact point to be positioned enter location floor area after, calculate the deamplification eigenvalue △ MSPL of himself according to its signal from two signal generating sources received, then obtain location floor after every layer of deamplification eigenvalue mates with in step 3.
Compared with prior art, the invention has the beneficial effects as follows by arranging a pair signal generating source top in building and lowermost layer, calculating the deamplification eigenvalue of every floor, draw the floor being positioned a place, concrete advantage is as follows:
1. can adapt to different doors structures;
2. the layout of device is simple, quickly;
3. portable high, it is possible to combine with different plain location methods;
4. positioning precision is high.
Accompanying drawing explanation
Fig. 1: floor location schematic diagram
Fig. 2: eigenvalue floor distribution schematic diagram
Fig. 3: analysis of experimental data figure
Detailed description of the invention
Below in conjunction with drawings and Examples, the invention will be further described, but should not limit the scope of the invention with this.
As it is shown in figure 1, by router (Anchor) cloth top at floor and the bottom, impact point (Receiver) all of in floor is positioned in order to realizing.
Through calculating and checking, wireless signal decay in floor is obtained equation below by us:
MSPL=PT+GT+GR-PR+N*LII(1)
Wherein, MSPL (Multi-StoreyPathLoss) decays for many floor transfer, PRFor receiving the signal power of signal, PTFor base station's transmission power, GTFor transmitter antenna gain (dBi), GRFor receiving antenna gain, N is the number of wall, L in transmission pathIFor decay through walls (being about 20-40dm).
Launch to obtain by formula (1)
MSPL = 20 log d + 20 log f + 20 log [ 4 π c ] + N * L I - - - ( 2 )
Wherein, d is transmission range, and f is the transmission frequency (being about 2400MHz) of signal, and c is the light velocity (3x108m/s)。
Through reckoning it can be seen that when the deamplification eigenvalue calculating a certain floor, formula 3 can be obtained:
ΔMSPL = MSPL S 2 - MSPL S 1 = 20 log x 2 + ( H - z ) 2 x 2 + z 2 + [ ( H - 2 z ) / h ] * L I - - - ( 3 )
Wherein, signal receives point and is positioned at that (x, z) point, H is building height overall, and h is the height of first floor, MSPLs1It is the floor transfer decay of the first signal generating source, MSPLs2Floor transfer for secondary signal occurring source is decayed.
According to formula 3, calculate the decay characteristics value △ MSPL of different floor, as in figure 2 it is shown, list when only a pair signal generating source is in the signal intensity floor distribution characteristics value of bottom of the building layer and roof layer.Curve distribution from figure is it can be seen that the eigenvalue of every layer all uniquely and is determined.Theoretical according to this, after arranging environment (signal generation apparatus of bottom and top layer), calculate the eigenvalue of each layer according to said method, the signal then received by signal receiver and eigen value are mated, and namely can determine that the floor at signal receiver place.Such as, when being positioned pad value △ MSPL a little at-100db to time between-75db, it is possible to the Curve Matching of Stall in Fig. 2 (a), namely can determine that its floor is exactly Stall, by that analogy.
Fig. 3 is the analysis chart of our actual tests data, and in the building of a three layers, detailed analyzes the signal distributions that two pairs of routers are at every layer.
It can be seen that the layering of signal characteristic value is obvious, this demonstrate that the practicalness of the present invention and applicability.

Claims (1)

1. the floor location method based on wireless signal, it is characterised in that the method comprises the steps:
Step 1, place a signal generating source respectively at the location top layer of floor area and bottom;
Step 2, calculate individual signals occurring source many floor transfer decay MSPL, formula is as follows:
MSPL=PT+GT+GR-PR+N*LI
Wherein, PRFor receiving the signal power of signal, PTFor base station's transmission power, GTFor transmitter antenna gain (dBi), GRFor receiving antenna gain, N is the number of wall, L in transmission pathIFor decay through walls;
Step 3, calculating the deamplification eigenvalue Δ MSPL of every floor layer successively, formula is as follows:
Δ M S P L = M S P L S 2 - M S P L S 1 = 20 log x 2 + ( H - z ) 2 x 2 + z 2 + [ ( H - 2 z ) / h ] * L I
Wherein, signal receives point and is positioned at that (x, z) point, H is building height overall, and h is the height of first floor, MSPLs1It is many floor transfer decay of the first signal generating source, MSPLs2Many floor transfer for secondary signal occurring source are decayed;
Step 4, when impact point to be positioned enter location floor area after, calculate the deamplification eigenvalue △ MSPL of himself according to its signal from two signal generating sources received, then obtain location floor after the deamplification eigenvalue of every floor layer mates with in step 3.
CN201410261637.6A 2014-06-13 2014-06-13 Floor location method based on wireless signal Expired - Fee Related CN104049238B (en)

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Publication number Priority date Publication date Assignee Title
WO2017113054A1 (en) * 2015-12-28 2017-07-06 华为技术有限公司 Floor positioning method, device and system
CN107393330B (en) * 2017-06-12 2020-12-29 纵目科技(上海)股份有限公司 Human-vehicle convergence route planning method and system, vehicle-mounted terminal and intelligent terminal

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008175734A (en) * 2007-01-19 2008-07-31 Hitachi Ltd Position estimating system
CN101493510A (en) * 2008-01-21 2009-07-29 英华达(上海)科技有限公司 Indoor positioning system and method
CN101846736A (en) * 2010-05-12 2010-09-29 苏州位置科技有限公司 Indoor accurate positioning system and method thereof
US8089371B2 (en) * 2008-07-30 2012-01-03 Cisco Technology, Inc. Logical floor determination for a wireless device using weighted AP received signal strengths
KR101515013B1 (en) * 2013-12-18 2015-04-24 숭실대학교산학협력단 Indoor wireless positioning system and indoor wireless positioning method

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101422251B1 (en) * 2011-01-31 2014-07-22 주식회사 케이티 Method for measuring position using access point and apparatus therefor

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008175734A (en) * 2007-01-19 2008-07-31 Hitachi Ltd Position estimating system
CN101493510A (en) * 2008-01-21 2009-07-29 英华达(上海)科技有限公司 Indoor positioning system and method
US8089371B2 (en) * 2008-07-30 2012-01-03 Cisco Technology, Inc. Logical floor determination for a wireless device using weighted AP received signal strengths
CN101846736A (en) * 2010-05-12 2010-09-29 苏州位置科技有限公司 Indoor accurate positioning system and method thereof
KR101515013B1 (en) * 2013-12-18 2015-04-24 숭실대학교산학협력단 Indoor wireless positioning system and indoor wireless positioning method

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Mobile Location Estimation Based on Differences of Signal Attenuations for GSM Systems;Ding-Bing Lin 等;《IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY》;20050731;第54卷(第4期);1447-1454 *

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