ES2072573T3 - Procedimiento y dispositivo de reconocimiento de modulaciones. - Google Patents
Procedimiento y dispositivo de reconocimiento de modulaciones.Info
- Publication number
- ES2072573T3 ES2072573T3 ES91402993T ES91402993T ES2072573T3 ES 2072573 T3 ES2072573 T3 ES 2072573T3 ES 91402993 T ES91402993 T ES 91402993T ES 91402993 T ES91402993 T ES 91402993T ES 2072573 T3 ES2072573 T3 ES 2072573T3
- Authority
- ES
- Spain
- Prior art keywords
- parameters
- emission
- determined frequency
- amplitude
- recognition
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Lifetime
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B14/00—Transmission systems not characterised by the medium used for transmission
- H04B14/002—Transmission systems not characterised by the medium used for transmission characterised by the use of a carrier modulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/0012—Modulated-carrier systems arrangements for identifying the type of modulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
- G06F2218/08—Feature extraction
Abstract
EL PROCESO CONSISTE EN CALCULAR (3) LOS SIGUIENTES PARAMETROS PARA CADA RAYA DE ESPECTRO DE EMISION TOMADA EN LA BANDA DE FRECUENCIA DETERMINADA, UNA AMPLITUD MEDIA DE TODAS LAS RAYAS K DE LOS ESPECTROS CONTENIDOS EN LA BANDA DE FRECUENCIA DETERMINADA, DE UNA RELACION DE SEÑAL DE RUIDO RSBK, UNA DESVIACION DEL TIPO ETK EN AMPLITUD DE CADA RAYA DEL ESPECTRO Y UN COEFICIENTE DE CORRELACION COR (K, K'') DE AMPLITUD DE CADA RAYA K CON LAS RAYAS HOMOLOGAS DE LOS ESPECTROS DE LAS EMISIONES CONTENIDAS EN LA BANDA DE FRECUENCIA DETERMINADA. CONSISTE TAMBIEN EN COMPARAR A TRAVES DE UNA RED DE NEURONAS LOS PARAMETROS DE CADA ESPECTRO DE EMISION PARAMETROS DE EMISION ESPERADA, Y EN DECLARAR QUE UNA EMISION CORRESPONDE A UNA EMISION ESPERADA CUANDO LA DESVIACION DETECTADA POR LA COMPARACION ENTRE LOS PARAMETROS DE LA EMISION Y LOS ESPERADOS ES MINIMO. APLICACION: RECONOCIMIENTO DE MODULACION.
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR909014294A FR2669489B1 (fr) | 1990-11-16 | 1990-11-16 | Procede et dispositif de reconnaissance de modulations. |
Publications (1)
Publication Number | Publication Date |
---|---|
ES2072573T3 true ES2072573T3 (es) | 1995-07-16 |
Family
ID=9402275
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ES91402993T Expired - Lifetime ES2072573T3 (es) | 1990-11-16 | 1991-11-07 | Procedimiento y dispositivo de reconocimiento de modulaciones. |
Country Status (6)
Country | Link |
---|---|
US (1) | US5271036A (es) |
EP (1) | EP0487376B1 (es) |
CA (1) | CA2055584A1 (es) |
DE (1) | DE69109822T2 (es) |
ES (1) | ES2072573T3 (es) |
FR (1) | FR2669489B1 (es) |
Families Citing this family (31)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE4242908B4 (de) * | 1992-12-18 | 2006-04-20 | Eads Deutschland Gmbh | Verfahren zur Erkennung der Modulationsarten A3E, J3E und F3E und Anordnung zum Durchführen des Verfahrens |
CA2125468C (en) * | 1993-06-28 | 1998-04-21 | Danny Thomas Pinckley | Method of selectively reducing spectral components in a wideband radio frequency signal |
FR2713799B1 (fr) * | 1993-12-08 | 1996-01-19 | Alsthom Cge Alcatel | Procédé pour reconnaître automatiquement la modulation d'un signal intercepté. |
FR2725859B1 (fr) * | 1994-10-17 | 1996-12-20 | Alcatel Mobile Comm France | Dispositif de reconnaisance d'informations portees par un signal recu |
CA2260336A1 (en) | 1999-02-15 | 2000-08-15 | Robert Inkol | Modulation recognition system |
GB2350527A (en) * | 1999-03-23 | 2000-11-29 | Marconi Electronic Syst Ltd | Modulation identification |
US7146176B2 (en) | 2000-06-13 | 2006-12-05 | Shared Spectrum Company | System and method for reuse of communications spectrum for fixed and mobile applications with efficient method to mitigate interference |
US6714605B2 (en) * | 2002-04-22 | 2004-03-30 | Cognio, Inc. | System and method for real-time spectrum analysis in a communication device |
US7254191B2 (en) * | 2002-04-22 | 2007-08-07 | Cognio, Inc. | System and method for real-time spectrum analysis in a radio device |
US7292656B2 (en) * | 2002-04-22 | 2007-11-06 | Cognio, Inc. | Signal pulse detection scheme for use in real-time spectrum analysis |
US6677883B2 (en) * | 2002-05-09 | 2004-01-13 | Bae Systems Information And Electronic Systems Integration Inc. | Surveillance method and apparatus |
US7409010B2 (en) | 2003-06-10 | 2008-08-05 | Shared Spectrum Company | Method and system for transmitting signals with reduced spurious emissions |
GB2417860A (en) * | 2004-09-01 | 2006-03-08 | Tak Ming Leung | Identifying the modulation format of a received signal |
US20060270371A1 (en) * | 2005-05-31 | 2006-11-30 | Sugar Gary L | Tracking short-term maximum power spectrum density for improved visibility of low duty cycle signals |
WO2007134108A2 (en) * | 2006-05-09 | 2007-11-22 | Cognio, Inc. | System and method for identifying wireless devices using pulse fingerprinting and sequence analysis |
US8997170B2 (en) | 2006-12-29 | 2015-03-31 | Shared Spectrum Company | Method and device for policy-based control of radio |
US7564816B2 (en) | 2006-05-12 | 2009-07-21 | Shared Spectrum Company | Method and system for determining spectrum availability within a network |
US8027249B2 (en) | 2006-10-18 | 2011-09-27 | Shared Spectrum Company | Methods for using a detector to monitor and detect channel occupancy |
US8326313B2 (en) | 2006-05-12 | 2012-12-04 | Shared Spectrum Company | Method and system for dynamic spectrum access using detection periods |
US8155649B2 (en) | 2006-05-12 | 2012-04-10 | Shared Spectrum Company | Method and system for classifying communication signals in a dynamic spectrum access system |
US9538388B2 (en) | 2006-05-12 | 2017-01-03 | Shared Spectrum Company | Method and system for dynamic spectrum access |
US8184653B2 (en) | 2007-08-15 | 2012-05-22 | Shared Spectrum Company | Systems and methods for a cognitive radio having adaptable characteristics |
US8055204B2 (en) | 2007-08-15 | 2011-11-08 | Shared Spectrum Company | Methods for detecting and classifying signals transmitted over a radio frequency spectrum |
EP2319260A2 (en) | 2008-08-19 | 2011-05-11 | Shared Spectrum Company | Method and system for dynamic spectrum access using specialty detectors and improved networking |
GB201002261D0 (en) | 2010-02-10 | 2010-11-17 | Mbda Uk Ltd | Detection of signals |
DE102010013637A1 (de) * | 2010-04-01 | 2011-10-06 | Rohde & Schwarz Gmbh & Co. Kg | Verfahren zur Klassifizierung von Signalen nach der verwendeten Modulationsart |
RU2510077C2 (ru) * | 2012-04-20 | 2014-03-20 | Федеральное государственное образовательное бюджетное учреждение высшего профессионального образования Московский технический университет связи и информатики (ФГОБУ ВПО МТУСИ) | Способ и устройство автоматического распознавания типов манипуляции радиосигналов |
CN108234370B (zh) * | 2017-12-22 | 2020-12-15 | 西安电子科技大学 | 基于卷积神经网络的通信信号调制方式识别方法 |
RU2682304C1 (ru) * | 2018-04-13 | 2019-03-18 | Федеральное государственное казённое военное образовательное учреждение высшего образования "Военная академия воздушно-космической обороны имени Маршала Советского Союза Г.К. Жукова" Министерства обороны Российской Федерации | Способ распознавания типов манипуляции радиосигналов |
CN110808932B (zh) * | 2019-11-06 | 2021-04-30 | 苏州大学 | 基于多分布测试数据融合的多层感知器快速调制识别方法 |
CN112491764B (zh) * | 2020-11-17 | 2022-07-12 | 同方电子科技有限公司 | 一种基于瞬时特征空中模拟信号的识别方法 |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4166980A (en) * | 1977-08-25 | 1979-09-04 | Sanders Associates, Inc. | Method and apparatus for signal recognition |
US4305159A (en) * | 1978-01-23 | 1981-12-08 | Sanders Associates, Inc. | Compressive receiver |
FR2425777A1 (fr) * | 1978-05-12 | 1979-12-07 | Dassault Electronique | Procede et appareil radio-electriques pour la collecte et le traitement d'informations provenant d'une multiplicite de postes |
US4845707A (en) * | 1988-02-29 | 1989-07-04 | Motorola, Inc. | Frequency division multiplex/FM modulation recognition system |
EP0438569A1 (en) * | 1989-08-11 | 1991-07-31 | Hughes Aircraft Company | Adaptive network for classifying time-varying data |
-
1990
- 1990-11-16 FR FR909014294A patent/FR2669489B1/fr not_active Expired - Fee Related
-
1991
- 1991-11-07 EP EP91402993A patent/EP0487376B1/fr not_active Expired - Lifetime
- 1991-11-07 DE DE69109822T patent/DE69109822T2/de not_active Expired - Fee Related
- 1991-11-07 ES ES91402993T patent/ES2072573T3/es not_active Expired - Lifetime
- 1991-11-14 CA CA002055584A patent/CA2055584A1/en not_active Abandoned
- 1991-11-15 US US07/792,913 patent/US5271036A/en not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
DE69109822D1 (de) | 1995-06-22 |
FR2669489A1 (fr) | 1992-05-22 |
FR2669489B1 (fr) | 1994-09-09 |
EP0487376A1 (fr) | 1992-05-27 |
EP0487376B1 (fr) | 1995-05-17 |
US5271036A (en) | 1993-12-14 |
DE69109822T2 (de) | 1995-09-28 |
CA2055584A1 (en) | 1992-05-17 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
FG2A | Definitive protection |
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