← Back to Patent Explorer
US5561841A Expired / Lapsed US ⏱️ 0.0 years remaining

Method and apparatus for planning a cellular radio network by creating a model on a digital map adding properties and optimizing parameters, based on statistical simulation results

Assignee: Nokia Solutions and Networks Oy
•
Filing: 1993-01-21
•
Granted: 1996-10-01
•
Expires: 2013-01-21
📄 Original PDF 🌐 Google Patents 🔄 Sync Now

Abstract

Abstract A method and a system for planning a cellular radio network. The method includes creation of a model representing the cellular radio network and its radio environment on a digital map. The method further includes adding system properties affecting the traffic control process of the cellular radio network to the model representing the cellular radio network and its radio environment for route specific operational simulation of the cellular radio network. The simulation preferably utilizes subscriber mobility models and immobile and/or mobile individual subscribers generated on the digital map. The simulation events are stored separately for each street, location, network element and/or cause. The optimization of the parameters of the cellular network is performed on the basis of the stored information. Simulation of an operating cellular network on the basis of statistical data obtained from the network allows an adaptive control of the system parameters.

Inventors

  • 👤 Ots Markus

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-10-29 06:43
CPC Classifications
H; H04; H04W; H04W16/00; H04W16/18

Claims Analysis

Total Claims: 15
Claim 1
Independent Claim 109 words
A method for planning a cellular radio network having a traffic control process, parameters, and a radio environment, comprising; creating a network model representing the cellular network and its radio environment on a digital map; adding system properties affecting the traffic control process of the cellular radio network in connection with said network model representing the cellular radio network and its radio environment for a route-specific operational simulation of the cellular radio network, including a plurality of simulation events; and optimizing the parameters of the cellular radio network and operationally optimizing the cellular network on the basis of statistical simulation results describing the operation of the cellular radio network.
Claim 2
Independent Claim 109 words
A method for planning a cellular radio network having a traffic control process, parameters, and a radio environment, comprising; creating a network model representing the cellular network and its radio environment on a digital map; adding system properties affecting the traffic control process of the cellular radio network in connection with said network model representing the cellular radio network and its radio environment for a route-specific operational simulation of the cellular radio network, including a plurality of simulation events; and optimizing the parameters of the cellular radio network and operationally optimizing the cellular network on the basis of statistical simulation results describing the operation of the cellular radio network.
Claim 3
Dependent Claim 55 words
A method according to claim 1, further comprising: adding a traffic density model in connection with the model representing the cellular radio network and its radio environment, the traffic density model comprising a subscriber mobility model; and using at least one of immobile and mobile individual subscribers generated on the digital map in said simulation.
Claim 4
Dependent Claim 20 words
A method according to claim 1 including: storing said simulation events separately for each street, location, network element and/or cause.
Claim 5
Independent Claim 228 words
A system for planning a cellular radio network, comprising: an interactive means for creating a model representing the cellular radio network and its radio environment on a digital map comprising terrain and topology information, said model comprising at least base station locations and antenna locations, antenna powers and antenna directions thereof so defined that radio coverage areas calculated on the basis of a predetermined radio signal propagation model and the information provided by the digital map cover entirely a desired geographical area; a means for generating active subscribers to be positioned it respective locations on the digital map and radio links established by said active subscribers for simulating said model; a means for determining at least field strength and interference conditions at each location of each generated active subscriber during the respective radio link in said model of the radio environment created on the digital map; a means for simulating system functions associated with base station selection, base station handover, channel allocation and active connection control of the subscribers generated by the generating means on the basis of said determined field strength and interference conditions and in accordance with selected system control algorithms and parameters of the cellular radio network; a means for storing event data of functions performed by the simulating means; and means for changing said system control parameters on basis of results of said simulation.
Claim 6
Independent Claim 228 words
A system for planning a cellular radio network, comprising: an interactive means for creating a model representing the cellular radio network and its radio environment on a digital map comprising terrain and topology information, said model comprising at least base station locations and antenna locations, antenna powers and antenna directions thereof so defined that radio coverage areas calculated on the basis of a predetermined radio signal propagation model and the information provided by the digital map cover entirely a desired geographical area; a means for generating active subscribers to be positioned it respective locations on the digital map and radio links established by said active subscribers for simulating said model; a means for determining at least field strength and interference conditions at each location of each generated active subscriber during the respective radio link in said model of the radio environment created on the digital map; a means for simulating system functions associated with base station selection, base station handover, channel allocation and active connection control of the subscribers generated by the generating means on the basis of said determined field strength and interference conditions and in accordance with selected system control algorithms and parameters of the cellular radio network; a means for storing event data of functions performed by the simulating means; and means for changing said system control parameters on basis of results of said simulation.
Claim 7
Dependent Claim 37 words
A system according to claim 4, wherein: said generating means is arranged to generate active subscribers by means of a random process based on at least one of actual call statistics and subscriber penetration of said area.
Claim 8
Dependent Claim 36 words
A system according to claim 4, wherein: said generating means is arranged to generate active subscribers moving in a street network of the digital map by a random process based on actual street-specific traffic amount statistics.
Claim 9
Dependent Claim 34 words
A system according to claim 4, wherein: said generating means is arranged to assign to each generated subscriber an independent initial speed, direction and connection time on the basis of predetermined statistical random functions.
Claim 10
Dependent Claim 34 words
A system according to claim 4, further comprising: means for statistically processing event data stored in said storing means and for graphically presenting event statistics of a graphic user interface of said changing means.
Claim 11
Dependent Claim 28 words
A system according to claim 4, wherein: said changing means includes means for enabling an operator to select and process graphic statistical presentations of a graphic user interface.
Claim 12
Dependent Claim 31 words
A system according to claim 4, further comprising: an interface to a real operating cellular network for receiving information about the operation of said real network for use in said simulation.
Claim 13
Dependent Claim 29 words
A system according to claim 4, further comprising: an interface to a real operating cellular network for altering parameters of said network manually or automatically based on said simulation.
Claim 14
Dependent Claim 242 words
A control system for a cellular radio network comprising: means for obtaining statistical data of operation of an operating cellular network having a radio environment; means for altering control parameters of the cellular network on the basis of said obtained statistical data; said means for altering said control parameters comprising: means for storing a model of the cellular radio network and said radio environment on a digital map comprising terrain and topology information, the model comprising at least base station locations and antenna locations, antenna powers and antenna directions of the cellular network; a means for generating active subscribers at respective locations on the digital map and radio connections established by said active subscribers according to said statistical data obtained from the operating cellular network; a means for determining at least field strength and interference conditions at each location of each generated active subscriber during the respective radio link in said model of the radio environment created on the digital map; a means for simulating system functions associated with base station selection, base station handover, channel allocation and active connection control of the subscribers generated by the generating means on the basis of said determined field strength and interference conditions and in accordance with system control algorithms and parameters of the cellular radio network; a means for storing event data of functions performed by the simulating means; and means for changing the system control parameters on basis of results of said simulation.
Claim 15
Dependent Claim 242 words
A control system for a cellular radio network comprising: means for obtaining statistical data of operation of an operating cellular network having a radio environment; means for altering control parameters of the cellular network on the basis of said obtained statistical data; said means for altering said control parameters comprising: means for storing a model of the cellular radio network and said radio environment on a digital map comprising terrain and topology information, the model comprising at least base station locations and antenna locations, antenna powers and antenna directions of the cellular network; a means for generating active subscribers at respective locations on the digital map and radio connections established by said active subscribers according to said statistical data obtained from the operating cellular network; a means for determining at least field strength and interference conditions at each location of each generated active subscriber during the respective radio link in said model of the radio environment created on the digital map; a means for simulating system functions associated with base station selection, base station handover, channel allocation and active connection control of the subscribers generated by the generating means on the basis of said determined field strength and interference conditions and in accordance with system control algorithms and parameters of the cellular radio network; a means for storing event data of functions performed by the simulating means; and means for changing the system control parameters on basis of results of said simulation.

References Cited (Backward Citations)

WO1990010342A1 Cited
EP0431956A2 Cited
US5179722A Cited

USPTO Annuity & Maintenance Windows

Annuity Stage Window Opens Payment Deadline Surcharge Period Until Estimated Fee Status
3.5 Years (Year 4) 1999-10-01 2000-04-01 2000-10-01 $2000.00 Window Closed / Lapsed
7.5 Years (Year 8) 2003-10-01 2004-04-01 2004-10-01 $3760.00 Window Closed / Lapsed
11.5 Years (Year 12) 2007-10-01 2008-04-01 2008-10-01 $7700.00 Window Closed / Lapsed

Assigned Categories & Tags

No categories assigned to this patent yet.

Assign Category Tag