TWI550427B - A single - channel brainwave signal empirical modal disassembly / chaotic visual reinforcement method - Google Patents

A single - channel brainwave signal empirical modal disassembly / chaotic visual reinforcement method Download PDF

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TWI550427B
TWI550427B TW104113018A TW104113018A TWI550427B TW I550427 B TWI550427 B TW I550427B TW 104113018 A TW104113018 A TW 104113018A TW 104113018 A TW104113018 A TW 104113018A TW I550427 B TWI550427 B TW I550427B
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chaotic
brain wave
encryption
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TW201638813A (en
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Jin-Feng Lin
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Jin-Feng Lin
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一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法 A single channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method

本發明係關於一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,主要是為了加密單通道腦波生醫訊號而設計的一種混沌視覺強韌加密方法,整合一種適應性經驗模態拆解機制、整合一種單通道腦波生醫訊號希爾伯特黃本質模態函數能量分布特徵參數為第一混沌地圖第一混沌加密參數和第二混沌地圖第一混沌加密參數、一種二維混沌加密機制和一種二維方塊間隔機制來強化單通道腦波生醫訊號的視覺加密效果,以達成其訊號的不可辨視性者,增加加密強韌度和更不易破解之效果。 The invention relates to a single channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method, which is mainly a chaotic vision strong encryption method designed for encrypting a single channel brain wave biomedical signal, and integrates an adaptive experience. Modal disassembly mechanism, integrating a single-channel brain wave biomedical signal Hilbert Huang essential modal function energy distribution characteristic parameter is the first chaotic map first chaotic encryption parameter and the second chaotic map first chaotic encryption parameter, a kind The two-dimensional chaotic encryption mechanism and a two-dimensional block spacing mechanism are used to enhance the visual encryption effect of the single-channel brain wave biomedical signal to achieve the indistinguishability of the signal, increasing the encryption strength and the more difficult to crack.

按,二維混沌多通道腦波視覺加密機制為一先進多通道腦波生醫訊號快速加密機制,如Journal of Marine Science and Technology19(6):666-672,2011國際期刊論文所說明,例如:同時加密FP1、FP2...、P7多個通道腦波生醫訊號,達到快速視覺加密效果。 According to the two-dimensional chaotic multi-channel brain wave visual encryption mechanism, an advanced multi-channel brain wave biomedical signal fast encryption mechanism, as described in Journal of Marine Science and Technology , 19(6): 666-672, 2011 international journal paper, For example: Simultaneously encrypt FP1, FP2..., P7 multiple channel brainwave medical signals to achieve fast visual encryption.

按,混沌心電圖/腦電波圖生醫訊號視覺加密機制為一先進生醫訊號加密機制,如I338845專利所說明,整合混沌序列具有相當優越的不可預測性,和整合一維混亂攪亂碼將數值映射並重新洗牌來達到心電圖/腦波圖生醫訊號的視覺加密效果。 According to the chaotic electrocardiogram/brain wave map, the visual encryption mechanism is an advanced biomedical signal encryption mechanism. As explained in the I338845 patent, the integrated chaotic sequence has superior unpredictability, and the integrated one-dimensional chaotic code is used to map the values. And reshuffle to achieve the visual encryption effect of ECG/Brain Biomedical Signal.

另,經驗模態拆解機制為希爾伯特黃轉換方法之核心技術,由黃鍔院士所提出,應用至訊號分析領域。二維方塊間隔機制為一種較易實現與低成本,降低加密單通道腦波信號與原始單通道腦波信號關聯性方法。 In addition, the empirical mode disassembly mechanism is the core technology of Hilbert's yellow conversion method, which was proposed by Academician Huang Wei and applied to the field of signal analysis. The two-dimensional block spacing mechanism is a relatively easy to implement and low-cost method for reducing the association between encrypted single-channel brainwave signals and original single-channel brainwave signals.

然,為強化加密強韌性,設計思考,整合創新,整合一種經驗模態拆解機制,創新應用至混沌視覺強韌加密領域、創新一種單通道腦波生醫訊號希爾伯特黃本質模態函數能量分布特徵參數為第一混沌地圖第一混沌加密參數和第二混沌地圖第一混沌加密參數、一種二維混沌加密機制和一種二維方塊間隔機制來創新強化單通道腦波圖生醫訊號的視覺強韌加密效果,更不易被破解,期能在單通道腦電波等生醫訊號的視覺加密領域,獲得更優越的強韌加密成效。 However, in order to strengthen the encryption and toughness, design thinking, integrate innovation, integrate an empirical mode disassembly mechanism, innovative application to the field of chaotic vision tough encryption, and innovate a single-channel brain wave biomedical signal Hilbert Huang essence mode The characteristic energy distribution characteristic parameters are the first chaotic encryption parameter of the first chaotic map, the first chaotic encryption parameter of the second chaotic map, a two-dimensional chaotic encryption mechanism and a two-dimensional block spacing mechanism to innovate and strengthen the single-channel brain wave map. The visual strong encryption effect is more difficult to be cracked, and it can obtain superior and strong encryption effect in the field of visual encryption of bio-signal signals such as single-channel brain waves.

本發明係設計了一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,以之應用於單通道腦波生醫訊號之視覺強韌加密,創新整合一種經驗模態拆解機制應用至更強韌、更不易被破解,單通道腦波混沌視覺強韌加密領域、將輸入一單通道腦波拆解成N個單通道腦波本質模態函數訊號和一單通道腦波殘餘函數訊號;應用一種二維混沌矩陣產生機制,加密N個單通道腦波本質模態函數訊號和一單通道腦波殘餘函數訊號,輸出N個混沌加密單通道腦波本質模態函數訊號和一混沌加密單通道腦波殘餘函數訊號;N個混沌加密單通道腦波本質模態函數訊號和一混沌加密單通道腦波殘餘函數訊號輸入一種二維方塊間隔機制,輸出N個間隔混沌加密單通道腦波本質模態函數訊號和一間隔混沌加密單通道腦波殘餘函數訊號,其中第二混沌地圖第一混沌加密參數和第一混沌地圖第一混沌加密參 數為輸入單通道腦波生醫訊號希爾伯特黃本質模態函數能量分布特徵參數,該第二混沌地圖第一混沌加密參數為一單通道腦波本質模態函數訊號能量參考總能量比例最小值,第一混沌地圖第一混沌加密參數為一單通道腦波本質模態函數訊號能量參考總能量比例最大值,其強韌加密與更不易破解之效果相當優越。 The invention designs a single-channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method, which is applied to visual strong encryption of single-channel brain wave biomedical signal, and innovatively integrates an empirical mode disassembly mechanism. Applied to a more robust, less susceptible to cracking, single-channel brainwave chaotic vision tough encryption field, the input of a single channel brain wave is disassembled into N single-channel brain wave intrinsic mode function signals and a single channel brain wave residual Function signal; applying a two-dimensional chaotic matrix generation mechanism, encrypting N single-channel brain wave intrinsic mode function signals and a single-channel brain wave residual function signal, and outputting N chaotic encrypted single-channel brain wave intrinsic mode function signals and one Chaotic encryption single channel brain wave residual function signal; N chaotic encryption single channel brain wave essential modal function signal and a chaotic encryption single channel brain wave residual function signal input a two-dimensional block spacing mechanism, output N interval chaotic encryption single channel Brain wave intrinsic mode function signal and a spacing chaotic encryption single channel brain wave residual function signal, wherein the second chaotic map first chaotic encryption parameter and the first The first chaotic encryption parameter of the chaotic map is the input single-channel brain wave biomedical signal Hilbert Huang essential modal function energy distribution characteristic parameter, the second chaotic map first chaotic encryption parameter is a single channel brain wave intrinsic modal function The signal energy refers to the minimum total energy ratio. The first chaotic encryption parameter of the first chaotic map is a single channel brain wave intrinsic mode function signal energy reference total energy ratio maximum value, and its strong encryption and more difficult to crack effect is quite superior.

所加密的單通道腦波生醫訊號均嚴重失真變形,無法進行相關之醫事判讀,加密效果良好,可以增加視覺加密方法的強韌度,達到視覺強韌加密的目的。當輸入正確加密參數時,單通道腦波生醫訊號可正確回復。 The encrypted single-channel brain wave biomedical signals are severely distorted and deformed, and the related medical interpretation cannot be performed. The encryption effect is good, and the flexibility of the visual encryption method can be increased to achieve the purpose of visual strong encryption. When the correct encryption parameters are entered, the single-channel brainwave medical signal can be correctly replied.

01‧‧‧單通道腦波生醫訊號 01‧‧‧Single channel brain wave biomedical signal

02‧‧‧經驗模態拆解機制 02‧‧‧Experimental mode dismantling mechanism

03‧‧‧單通道腦波第一本質模態函數訊號 03‧‧‧ Single channel brain wave first essential modal function signal

04‧‧‧單通道腦波第二本質模態函數訊號 04‧‧‧ Single channel brain wave second essential modal function signal

05‧‧‧單通道腦波第N本質模態函數訊號 05‧‧‧Single channel brain wave Nth modal function signal

06‧‧‧單通道腦波殘餘函數訊號 06‧‧‧ Single channel brain wave residual function signal

07‧‧‧第一乘法機制 07‧‧‧First multiplication mechanism

08‧‧‧第二乘法機制 08‧‧‧Second multiplication mechanism

09‧‧‧第N乘法機制 09‧‧‧ the N multiplication mechanism

10‧‧‧第N+1乘法機制 10‧‧‧N +1 multiplication mechanism

11‧‧‧二維混沌矩陣產生機制 11‧‧‧Two-dimensional chaotic matrix generation mechanism

12‧‧‧第一混沌加密序列 12‧‧‧First chaotic encryption sequence

13‧‧‧第二混沌加密序列 13‧‧‧Second chaotic encryption sequence

14‧‧‧第N混沌加密序列 14‧‧‧ chaotic encryption sequence of N

15‧‧‧第N+1混沌加密序列 15‧‧‧N +1 chaotic encryption sequence

16‧‧‧單通道腦波第一混沌加密本質模態函數訊號 16‧‧‧ Single channel brain wave first chaotic encryption essential modal function signal

17‧‧‧單通道腦波第二混沌加密本質模態函數訊號 17‧‧‧ Single channel brainwave second chaotic encryption essential modal function signal

18‧‧‧單通道腦波第N混沌加密本質模態函數訊號 18‧‧‧Single-channel brainwave N- chaotic encryption essential modal function signal

19‧‧‧單通道腦波混沌加密殘餘函數訊號 19‧‧‧Single channel brainwave chaotic encryption residual function signal

20‧‧‧二維方塊間隔機制 20‧‧‧Two-dimensional block spacing mechanism

21‧‧‧單通道腦波第一間隔混沌加密本質模態函數訊號 21‧‧‧ Single channel brainwave first interval chaotic encryption essential modal function signal

22‧‧‧單通道腦波第二間隔混沌加密本質模態函數訊號 22‧‧‧ Single channel brainwave second interval chaotic encryption essential modal function signal

23‧‧‧單通道腦波第N間隔混沌加密本質模態函數訊號 23‧‧‧Single-channel brainwave N- space chaotic encryption essential modal function signal

24‧‧‧單通道腦波間隔混沌加密殘餘函數訊號 24‧‧‧ Single channel brainwave interval chaotic encryption residual function signal

25‧‧‧累加機制 25‧‧‧Accumulation mechanism

26‧‧‧經驗模態拆解/混沌單通道腦波視覺加密生醫訊號 26‧‧‧Experience mode disassembly/chaos single channel brain wave visual encryption biomedical signal

27‧‧‧第一混沌地圖 27‧‧‧First chaotic map

28‧‧‧第一混沌地圖第一混沌加密參數 28‧‧‧First Chaotic Map First Chaotic Encryption Parameters

29‧‧‧第一混沌地圖第二混沌加密參數 29‧‧‧Second chaotic encryption parameters of the first chaotic map

30‧‧‧輸入單通道腦波生醫訊號長度 30‧‧‧Enter single channel brainwave biomedical signal length

31‧‧‧第一混沌地圖第三混沌加密參數 31‧‧‧The first chaotic map third chaotic encryption parameter

32‧‧‧第一混沌地圖第四混沌加密參數 32‧‧‧The first chaotic map fourth chaotic encryption parameter

33‧‧‧第二混沌地圖 33‧‧‧Second chaotic map

34‧‧‧第二混沌地圖第一混沌加密參數 34‧‧‧Second chaotic encryption parameters of the second chaotic map

35‧‧‧第二混沌地圖第二混沌加密參數 35‧‧‧Second chaotic encryption parameter of second chaotic map

36‧‧‧第二混沌地圖第三混沌加密參數 36‧‧‧The second chaotic map third chaotic encryption parameter

37‧‧‧第二混沌地圖第四混沌加密參數 37‧‧‧Second chaotic map fourth chaotic encryption parameter

38‧‧‧第二混沌地圖第五混沌加密參數 38‧‧‧The second chaotic map fifth chaotic encryption parameter

39‧‧‧輸入單通道腦波生醫訊號本質模態函數個數 39‧‧‧Enter the number of essential modal functions of single-channel brain wave biomedical signals

40‧‧‧x向量一維混沌加密序列 40‧‧‧ x- vector one-dimensional chaotic encryption sequence

41‧‧‧y向量一維混沌加密序列 41‧‧‧ y vector one-dimensional chaotic encryption sequence

42‧‧‧第N+2乘法機制 42‧‧‧N +2 multiplication mechanism

43‧‧‧第N+3乘法機制 43‧‧‧N +3 multiplication mechanism

44‧‧‧第2N+2乘法機制 44‧‧‧2N +2 multiplication mechanism

第一圖:一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法架構圖。 The first picture: a single-channel brain wave signal empirical mode disassembly / chaotic vision tough encryption method architecture diagram.

第二圖:一種二維混沌矩陣產生機制。 The second picture: a two-dimensional chaotic matrix generation mechanism.

第三圖:未具二維方塊間隔機制經驗模態拆解/混沌視覺加密單通道腦波訊號。 The third picture: the empirical mode disassembly/chaotic visual encryption single channel brainwave signal without two-dimensional block spacing mechanism.

第四圖:經驗模態拆解/混沌視覺加密單通道腦波訊號。 The fourth picture: empirical mode disassembly / chaotic visual encryption single channel brain wave signal.

第五圖:正確解密經驗模態拆解/混沌視覺加密單通道腦波訊號。 Figure 5: Correct decryption of empirical modal disassembly/chaotic visual encryption of single-channel brainwave signals.

第六圖:單通道腦波第一本質模態函數訊號。 Figure 6: Single-channel brain wave first essential modal function signal.

第七圖:單通道腦波第一間隔混沌加密本質模態函數訊號。 Figure 7: Single-channel brainwave first interval chaotic encryption essential modal function signal.

第八圖:當輸入解密參數第一混沌地圖第一混沌加密參數和第二混沌地圖 第一混沌加密參數均具0.01%誤差,錯誤解密單通道腦波信號。 Figure 8: The first chaotic encryption parameter and the second chaotic map of the first chaotic map when inputting the decryption parameters The first chaotic encryption parameters have 0.01% error, and the single channel brain wave signal is decrypted by mistake.

關於本發明之實施、技術手段及功效達成方面,謹配合圖式舉例說明如下:一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,包括:步驟一:一單通道腦波生醫訊號(01),應用一經驗模態拆解機制(02),輸出一單通道腦波第一本質模態函數訊號(03)、一單通道腦波第二本質模態函數訊號(04)、…、一單通道腦波第N個本質模態函數訊號(05)和一單通道腦波殘餘函數訊號(06);步驟二:一二維混沌矩陣產生機制(11),輸入一第一混沌地圖(27)、一第一混沌地圖第一混沌加密參數(28)、一第一混沌地圖第二混沌加密參數(29)、一第一混沌地圖第三混沌加密參數(31)、一第一混沌地圖第四混沌加密參數(32)和一輸入單通道腦波生醫訊號長度參數(30),輸入一第二混沌地圖(33)、一第二混沌地圖第一混沌加密參數(34)、一第二混沌地圖第二混沌加密參數(35)、一第二混沌地圖第三混沌加密參數(36)、一第二混沌地圖第四混沌加密參數(37)和一第二混沌地圖第五混沌加密參數(38),產生一第一混沌加密序列(12)、一第二混沌加密序列(13)、…、一第N混沌加密序列(14)和一第N+1混沌加密序列(15);步驟三:該單通道腦波第一本質模態函數訊號(03)和該第一混沌加密序列(12)輸入一第一乘法機制(07),輸出一單通道腦波第一混沌加密本質模態函數訊號(16)、該單通道腦波第二本質模態函數訊號(04)和該第二混沌加密序列(13)輸入一第二乘法機制(08),輸出一單通道 腦波第二混沌加密本質模態函數訊號(17)、…、該單通道腦波第N本質模態函數訊號(05)和該第N混沌加密序列(14)輸入一第N乘法機制(09),輸出一單通道腦波第N混沌加密本質模態函數訊號(18)、該單通道腦波殘餘函數訊號(06)和該第N+1混沌加密序列(15)輸入一第N+1乘法機制(15),輸出一單通道腦波混沌加密殘餘函數訊號(19);步驟四:該單通道腦波第一混沌加密本質模態函數訊號(16)、該單通道腦波第二混沌加密本質模態函數訊號(17)、…、該單通道腦波第N混沌加密本質模態函數訊號(18)和該混沌加密單通道腦波殘餘函數訊號(19),輸入一二維方塊間隔機制(20),輸出一單通道腦波第一間隔混沌加密本質模態函數訊號(21)、一單通道腦波第二間隔混沌加密本質模態函數訊號(22)、…、一單通道腦波第N間隔混沌加密本質模態函數訊號(23)和一單通道腦波間隔混沌加密殘餘函數訊號(24);步驟五:該單通道腦波第一間隔混沌加密本質模態函數訊號(21)、該單通道腦波第二間隔混沌加密本質模態函數訊號(22)、…、該單通道腦波第N間隔混沌加密本質模態函數訊號(23)和該單通道腦波間隔混沌加密殘餘函數訊號(24),輸入一累加機制(25),輸出一經驗模態拆解/混沌單通道腦波視覺強韌加密生醫訊號(26)。 With regard to the implementation, technical means and efficacy of the present invention, the following diagrams are exemplified as follows: a single-channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method, including: Step 1: A single channel brain wave Biomedical signal (01), applying an empirical mode disassembly mechanism (02), outputting a single channel brain wave first essential mode function signal (03), a single channel brain wave second essential mode function signal (04) ), ..., a single channel brain wave Nth essential modal function signal (05) and a single channel brain wave residual function signal (06); Step 2: a two-dimensional chaotic matrix generation mechanism (11), input a a chaotic map (27), a first chaotic map first chaotic encryption parameter (28), a first chaotic map second chaotic encryption parameter (29), a first chaotic map third chaotic encryption parameter (31), a The first chaotic map fourth chaotic encryption parameter (32) and an input single channel brain wave biomedical signal length parameter (30), input a second chaotic map (33), a second chaotic map first chaotic encryption parameter (34) ), a second chaotic map, second chaotic encryption parameter (35), a second chaos The third chaotic encryption parameter (36), the second chaotic map fourth chaotic encryption parameter (37) and the second chaotic map fifth chaotic encryption parameter (38) generate a first chaotic encryption sequence (12), a a second chaotic encryption sequence (13), ..., an N- th chaotic encryption sequence (14) and an N+1 chaotic encryption sequence (15); Step 3: the single-channel brain wave first essential mode function signal (03 And the first chaotic encryption sequence (12) inputs a first multiplication mechanism (07), outputs a single-channel brain wave first chaotic encryption essential modal function signal (16), and the single-channel brain wave second essential mode The function signal (04) and the second chaotic encryption sequence (13) are input to a second multiplication mechanism (08), and output a single channel brain wave second chaotic encryption essential modal function signal (17), ..., the single channel brain The Boddy N essential modal function signal (05) and the Nth chaotic encryption sequence (14) are input to an Nth multiplication mechanism (09), and output a single channel brainwave Nth chaotic encryption essential modal function signal (18), the single-channel signal electroencephalogram residue function (06) and the first N + 1 chaotic encryption sequence (15) a N + 1-input multiplier mechanism (15), the output of a single-pass Brain wave chaotic encryption residual function signal (19); Step 4: the single channel brain wave first chaotic encryption essential modal function signal (16), the single channel brain wave second chaotic encryption essential modal function signal (17), ..., the single-channel brain wave N- chassis encryption essential mode function signal (18) and the chaotic encryption single-channel brain wave residual function signal (19), input a two-dimensional block spacing mechanism (20), output a single channel brain Wave first interval chaotic encryption essential modal function signal (21), a single channel brain wave second interval chaotic encryption essential modal function signal (22), ..., a single channel brain wave Nth interval chaotic encryption essential modal function Signal (23) and a single channel brainwave interval chaotic encryption residual function signal (24); step 5: the single channel brain wave first interval chaotic encryption essential mode function signal (21), the single channel brain wave second interval Chaotic encryption essential modal function signal (22), ..., the single channel brain wave Nth chaotic encryption essential modal function signal (23) and the single channel brain wave interval chaotic encryption residual function signal (24), input a cumulative Mechanism (25), output an empirical mode disassembly / Single Channel chaotic electroencephalogram robust encryption biomedical visual signal (26).

本發明所述之單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,該二維混沌矩陣產生機制包括:步驟一:輸入一第一混沌地圖(27)、一第一混沌地圖第一混沌加密參數(28)、一第一混沌地圖第二混沌加密參數(29)、一第一混沌地圖第三混沌加密參數(31)、一第一混沌地圖第四混沌加密參數(32)和一輸入單通道腦波生醫訊號長度參數(30),輸出一x向量一維混沌加密序列(40);步驟二:輸入一第二混沌地圖(33)、一第二混沌地圖第一混沌加密參數(34)、一第二混沌地圖第二混沌加密參數(35)、一第二混沌地圖第三混沌加密參數(36)、一第二混沌地圖第四混沌加密參數(37)、一第二混沌地圖第五混沌加密參數(38)和一輸入單通道腦波生醫訊號本質模態函數個數參數(39),輸出一y向量一維混沌加密序列(41);步驟三:該y向量一維混沌加密序列所含一倍該第五混沌加密參數位址混沌加密序列值,CE y (m),和該x向量一維混沌加密序列(40)輸入一第N+2乘法機制(42),輸出該第一混沌加密序列(12);步驟四:該y向量一維混沌加密序列所含二倍該第五混沌加密參數位址混沌加密序列值,CE y (2m),和該x向量一維混沌加密序列(40)輸入一第N+3乘法機制(43),輸出該第二混沌加密序列(13),…,該y向量一維混沌加密序列所含N+1倍該第五混沌加密參數位址混沌加密序列值,CE y (m×(N+1)),和該x向量一維混沌 加密序列(40)輸入一第2N+2乘法機制(44),輸出該第N+1混沌加密序列(15)。 The single-channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method according to the present invention, the two-dimensional chaotic matrix generation mechanism comprises: Step 1: input a first chaotic map (27), a first chaotic map First chaotic encryption parameter (28), first chaotic map second chaotic encryption parameter (29), first chaotic map third chaotic encryption parameter (31), first chaotic map fourth chaotic encryption parameter (32) And an input single channel brain wave biomedical signal length parameter (30), output an x vector one-dimensional chaotic encryption sequence (40); step two: input a second chaotic map (33), a second chaotic map first chaos Encryption parameter (34), a second chaotic map second chaotic encryption parameter (35), a second chaotic map third chaotic encryption parameter (36), a second chaotic map fourth chaotic encryption parameter (37), a first The second chaotic map fifth chaotic encryption parameter (38) and an input single channel brain wave biomedical signal intrinsic modal function number parameter (39), output a y vector one-dimensional chaotic encryption sequence (41); step three: the y The vector one-dimensional chaotic encryption sequence contains twice the fifth chaotic encryption parameter The address chaotic encryption sequence value, CE y ( m ), and the x vector one-dimensional chaotic encryption sequence (40) are input to an N+2 multiplication mechanism (42), and the first chaotic encryption sequence is output (12); step four The y vector one-dimensional chaotic encryption sequence contains twice the chaotic encryption sequence value of the fifth chaotic encryption parameter address, CE y (2 m ), and the x- vector one-dimensional chaotic encryption sequence (40) inputs an N+ 3 multiplication mechanism (43), outputting the second chaotic encryption sequence (13), ..., the y vector one-dimensional chaotic encryption sequence contains N + 1 times the fifth chaotic encryption parameter address chaotic encryption sequence value, CE y ( m ×(N+1)), and the x- vector one-dimensional chaotic encryption sequence (40) inputs a 2N+2 multiplication mechanism (44), and outputs the ( N+1) chaotic encryption sequence (15).

本發明所述之一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,該第一混沌地圖第一混沌加密參數(28)和該第二混沌地圖第一混沌加密參數(34)為該單通道腦波生醫訊號(01)希爾伯特黃本質模態函數能量分布特徵參數,該第一混沌地圖第一混沌加密參數(28)為一本質模態函數腦波生醫訊號能量參考總能量比例最大值,該第二混沌地圖第一混沌加密參數(34)為一單通道腦波本質模態函數訊號能量參考總能量比例最小值。 The single channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method, the first chaotic map first chaotic encryption parameter (28) and the second chaotic map first chaotic encryption parameter (34) For the single channel brain wave biomedical signal (01) Hilbert Huang essential modal function energy distribution characteristic parameter, the first chaotic map first chaotic encryption parameter (28) is an essential modal function brain wave biomedicine The signal energy refers to the maximum total energy ratio, and the first chaotic encryption parameter (34) of the second chaotic map is a single channel brain wave intrinsic mode function signal energy reference total energy ratio minimum value.

本發明所述之一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,加密演算法與加密參數實施例說明定義如下: The single-channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method according to the present invention, the encryption algorithm and the encryption parameter embodiment are defined as follows:

步驟一:一長度為L eeg (30)輸入單通道腦波生醫訊號(01),eeg,應用經驗模態拆解法拆解成單通道腦波第一本質模態函數訊號(03),IMF 1,單通道腦波第二本質模態函數訊號(04),IMF 2,…,單通道腦波第N本質模態函數訊號(05),IMF N ,和單通道腦波殘餘函數訊號(06),rfStep 1: A length of L eeg (30) input single-channel brain wave biomedical signal (01), eeg , using empirical modal disassembly method to disassemble into a single-channel brain wave first essential modal function signal (03), IMF 1 , single channel brainwave second essential mode function signal (04), IMF 2 ,..., single channel brain wave Nth essential mode function signal (05), IMF N , and single channel brain wave residual function signal ( 06), rf .

步驟二:解析單通道腦波生醫訊號希爾伯特黃本質模態函數能量分布特徵參數,該第一混沌地圖第一混沌加密參數(28)和該第二混沌地圖第一混沌加密參數(34)為該單通道腦波生醫訊號(01)希爾伯特黃本質 模態函數能量分布特徵參數,該第一混沌地圖第一混沌加密參數(28),SP x ,為一本質模態函數腦波生醫訊號能量參考總能量比例最大值,該第二混沌地圖第一混沌加密參數(34),SP y ,為一本質模態函數腦波生醫訊號能量參考總能量比例最小值,描述定義如下: Step 2: Analyze the energy distribution characteristic parameter of the single channel brain wave biomedical signal Hilbert Huang essential mode function, the first chaotic map first chaotic encryption parameter (28) and the second chaotic map first chaotic encryption parameter ( 34) for the single channel brain wave biomedical signal (01) Hilbert Huang essential mode function energy distribution characteristic parameter, the first chaotic map first chaotic encryption parameter (28), SP x , is an essential mode The maximum energy ratio of the brain energy of the brain wave is calculated, and the first chaotic encryption parameter (34), SP y of the second chaotic map is an essential mode function brain wave biomedical signal energy reference total energy ratio minimum value, The description is defined as follows:

步驟三:設定產生長度為L eeg (30),x向量一維混沌加密序列(40),CE x ,該第一混沌地圖(27),CMT x Step 3: Set the generation length to L eeg (30), x vector one-dimensional chaotic encryption sequence (40), CE x , the first chaotic map (27), CMT x ;

x 0=SP X ,該第一混沌地圖第一混沌加密參數(28) x 0 = SP X , the first chaotic map first chaotic encryption parameter (28)

r x ,該第一混沌地圖第二混沌加密參數(29) r x , the second chaotic encryption parameter of the first chaotic map (29)

n x ,該第一混沌地圖第三混沌加密參數(31) n x , the third chaotic encryption parameter of the first chaotic map (31)

δ x ,該第一混沌地圖第三混沌加密參數(32) δ x , the third chaotic encryption parameter of the first chaotic map (32)

步驟四:產生長度為n x (31),CE x x向量一維混沌加密序列(40) Step 4: Generate a one-dimensional chaotic encryption sequence of length n x (31), CE x , x vector (40)

x n+1=CMT X (x n );x 0=SP X n={1,2,...,n X } (3) x n +1 = CMT X ( x n ); x 0 = SP X ; n ={1,2,..., n X } (3)

步驟五:刪除前n x 混沌序列 Step 5: Delete the previous n x chaotic sequence

步驟六:產生CE x Step 6: Generate CE x

步驟七:如果x n >δ X ,刪除x n ,並至步驟六 Step 7: If x n > δ X , delete x n and go to step six

否則至步驟八 Otherwise to step eight

步驟八:如果k=n X +L eeg , Step 8: If k = n X + L eeg ,

CE x x向量一維混沌加密序列(40) CE x , x vector one-dimensional chaotic encryption sequence (40)

步驟九:重覆步驟三至八,產生長度為m×(N+1),,CE y y向量一維混沌加密序列(41),其中,CMT y :第二混沌地圖(33) Step 9: Repeat steps 3 to 8 to generate a one-dimensional chaotic encryption sequence (41) of length m ×( N +1), CE y , y vector, where CMT y : second chaotic map (33)

SP y :第二混沌地圖第一混沌加密參數(34) SP y : the first chaotic encryption parameter of the second chaotic map (34)

r y :第二混沌地圖第二混沌加密參數(35) r y : second chaotic map second chaotic encryption parameter (35)

n y :第二混沌地圖第三混沌加密參數(36) n y : third chaotic map third chaotic encryption parameter (36)

δ y :第二混沌地圖第四混沌加密參數(37) δ y : the fourth chaotic encryption parameter of the second chaotic map (37)

m:第二混沌地圖第五混沌加密參數(38) m : fifth chaotic encryption parameter of the second chaotic map (38)

步驟十:產生二維加密混沌序列CEXY Step 10: Generate a two-dimensional encrypted chaotic sequence CEXY

其中,CE xy1:第一混沌加密序列(12) Where CE xy 1 : first chaotic encryption sequence (12)

CE xy2:第二混沌加密序列(13) CE xy 2 : second chaotic encryption sequence (13)

CE xyN :第N混沌加密序列(14) CE xyN : Nth chaotic encryption sequence (14)

CE xyN+1:第N+1混沌加密序列(15) CE xyN +1 : N + 1 chaotic encryption sequence (15)

步驟十一:輸入單通道腦波生醫訊號定義如下: Step 11: Enter the single-channel brainwave biomedical signal as defined below:

步驟十一:單通道腦波第一混沌加密本質模態函數訊號(16),IMF1×CE xy11、單通道腦波第二混沌加密本質模態函數訊號(17),IMF2×CE xy12、…、單通道腦波第N混沌加密本質模態函數訊號(18),IMF N ×CE xy1N 和單通道腦波混沌加密殘餘函數訊號(19),rf×CE xy1N+1,定義如下:CEEG=eeg×CE xy1 (8) Step 11: Single channel brain wave first chaotic encryption essential modal function signal (16), IMF 1 × CE xy 11 , single channel brain wave second chaotic encryption essential modal function signal (17), IMF 2 × CE xy 12 ,..., single-channel brainwave N- chaotic encryption essential modal function signal (18), IMF N × CE xy 1 N and single-channel brainwave chaotic encryption residual function signal (19), rf × CE xy 1 N +1 , defined as follows: CEEG = eeg × CE xy 1 (8)

步驟十二:單通道腦波第一混沌加密本質模態函數訊號(16),IMF 1×CE xy11、單通道腦波第二混沌加密本質模態函數訊號(17),IMF 2×CE xy12、…、單通道腦波第N混沌加密本質模態函數訊號(18),IMF N ×CE xy1N 和單通道腦波混沌加密殘餘函數訊號(19),rf×CE xy1N+1,輸入二維方塊間隔機制(20),輸出單通道腦波第一間隔混沌加密本質模態函數訊號(21),ICEEG 1、單通道腦波第二間隔混沌加密本質模態函數訊號(22),ICEEG 2、…、單通道腦波第N間隔混沌加密本質模態函數訊號(23),ICEEG N 和單通道腦波間隔混沌加密殘餘函數訊號(24),ICEEG N+1Step 12: Single channel brain wave first chaotic encryption essential modal function signal (16), IMF 1 × CE xy 11 , single channel brain wave second chaotic encryption essential modal function signal (17), IMF 2 × CE xy 12 ,..., single-channel brainwave N- chaotic encryption essential modal function signal (18), IMF N × CE xy 1 N and single-channel brainwave chaotic encryption residual function signal (19), rf × CE xy 1 N +1 Input two-dimensional block spacing mechanism (20), output single-channel brain wave first interval chaotic encryption essential modal function signal (21), ICEEG 1 , single-channel brain wave second interval chaotic encryption essential modal function signal (22) , ICEEG 2 , ..., single-channel brainwave N- space chaotic encryption essential modal function signal (23), ICEEG N and single-channel brainwave interval chaotic encryption residual function signal (24), ICEEG N +1 .

步驟十三:單通道腦波第一間隔混沌加密本質模態函數訊號(21),ICEEG 1、單通道腦波第二間隔混沌加密本質模態函數訊號(22),ICEEG 2、…、單通道腦波第N間隔混沌加密本質模態函數訊號(23),ICEEG N 和單通道腦波間隔混沌加密殘餘函數訊號(24),ICEEG N+1 輸入累加機制(25),輸出經驗模態拆解/混沌單通道腦波視覺加密生醫訊號,eeeg,描述如下: Step 13: Single channel brain wave first interval chaotic encryption essential modal function signal (21), ICEEG 1 , single channel brain wave second interval chaotic encryption essential modal function signal (22), ICEEG 2 , ..., single channel Brainwave N- space chaotic encryption essential modal function signal (23), ICEEG N and single-channel brainwave interval chaotic encryption residual function signal (24), ICEEG N +1 input accumulation mechanism (25), output empirical mode disassembly /Chaotic single-channel brainwave visual encryption biomedical signal, eeeg , described as follows:

本發明所示第一圖係為本發明所提出之一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法架構圖,第二圖為本發明所提出之一種N+1混沌加密序列產生方法架構圖,實施例說明如下,將輸入單通道腦波生醫訊號應用經驗模態拆解法拆解為單通道腦波第一本質模態函數訊號、單通道腦波第二本質模態函數訊號、…、單通道腦波第N本質模態函數訊號和單通道腦波殘餘函數訊號。加密參數舉例如下:L eeg =256 CMT X x n+1=r x x n (1-x n )r x =4 x 0=SP C =0.4699 n x =200 δ x =0.6 CMT y y n+1=r y y n (1-y n )r y =4 y 0=SP y =0.0007 n y =200 δ y =0.4 m=64 N=7 (11) The first figure shown in the present invention is a structural diagram of a single-channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method, and the second figure is an N+1 chaotic encryption proposed by the present invention. The sequence generation method architecture diagram, the embodiment is described as follows, the input single channel brain wave biomedical signal application empirical mode disassembly method is disassembled into a single channel brain wave first essential mode function signal, single channel brain wave second essence mode State function signal, ..., single channel brain wave Nth essential mode function signal and single channel brain wave residual function signal. An example of the encryption parameters is as follows: L eeg =256 CMT X ; x n +1 = r x x n (1- x n ) r x =4 x 0 = SP C =0.4699 n x =200 δ x =0.6 CMT y ; y n +1 = r y y n (1- y n ) r y =4 y 0 = SP y =0.0007 n y =200 δ y =0.4 m =64 N =7 (11)

第三圖為未具二維方塊間隔機制經驗模態拆解/混沌視覺加密單通道腦波訊號,第四圖為經驗模態拆解/混沌視覺加密單通道腦波訊號,所加密的單通道腦電波生醫訊號均嚴重失真變形,無法進行相關之醫事判讀,加密效果相當良好,加密單通道腦波信號與原始單通道腦波信號之皮爾森相關係數為-0.0014,與原始單通道腦波信號關聯性極低。皮爾森相關係數定義如下: The third picture shows the empirical mode detachment/chaotic visual encryption single channel brain wave signal without two-dimensional block spacing mechanism, and the fourth picture shows the empirical mode disassembly/chaotic visual encryption single channel brain wave signal, encrypted single channel The brainwave biomedical signals are severely distorted and deformed, and the relevant medical interpretations cannot be performed. The encryption effect is quite good. The Pearson correlation coefficient between the encrypted single-channel brainwave signal and the original single-channel brainwave signal is -0.0014, and the original single-channel brain wave. Signal correlation is extremely low. The Pearson correlation coefficient is defined as follows:

s為原始單通道腦波信號,u為經驗模態拆解/混沌單通道腦波視覺強韌加密生醫訊號(26),N為原始單通道腦波信號長度。 s is the original single-channel brain wave signal, u is the empirical mode disassembly/chaotic single-channel brain wave visual toughness encryption biomedical signal (26), and N is the original single-channel brain wave signal length.

第五圖為正確解密單通道腦波經驗模態拆解/混沌視覺強韌加密腦波訊號,和原始單通道腦波訊號平均均方誤差為1.9269×10-29;平均均方誤差定義如下: The fifth picture is to correctly decrypt the single-channel brain wave empirical mode disassembly/chaotic vision toughened encrypted brain wave signal, and the average mean square error of the original single-channel brain wave signal is 1.9269×10 -29 ; the average mean square error is defined as follows:

s為原始單通道腦波信號,u為單通道腦波經驗模態拆解/混沌腦波視覺強韌加密正確解密生醫訊號,N為原始單通道腦波信號長度。 s is the original single-channel brain wave signal, u is the single-channel brain wave empirical mode disassembly/chaotic brain wave visual toughness encryption correctly decrypts the biomedical signal, and N is the original single-channel brain wave signal length.

第六圖為單通道腦波第一本質模態函數訊號;第七圖為單通道腦波第一間隔混沌加密本質模態函數訊號,視覺加密效果優越。第八圖為當輸入第一混沌地圖第一混沌解密參數和第二混沌地圖第一混沌解密參數均具0.01%誤差,錯誤解密單通道腦波信號;錯誤解密單通道腦波信號與原始單通道腦波信號之皮爾森相關係數為0.0167,與原始單通道腦波信號關聯性極低。整體而言,本發明,有其實務上的應用價值,具更強韌,更不易被破解之效果,為一優異之發明,依法提出專利申請。 The sixth picture shows the first essential mode function signal of the single channel brain wave; the seventh picture shows the first interval brain wave first interval chaotic encryption essential mode function signal, and the visual encryption effect is superior. The eighth figure shows that the first chaotic decryption parameter of the first chaotic map and the first chaotic decryption parameter of the second chaotic map have 0.01% error, and the single channel brain wave signal is decrypted by mistake; the single channel brain wave signal is decrypted by mistake and the original single channel is decoded. The Pearson correlation coefficient of the brain wave signal is 0.0167, which is extremely low in correlation with the original single-channel brain wave signal. Overall, the present invention has practical application value, is more tough, and is less susceptible to being cracked. For an excellent invention, a patent application is filed according to law.

01‧‧‧單通道腦波生醫訊號 01‧‧‧Single channel brain wave biomedical signal

02‧‧‧經驗模態拆解機制 02‧‧‧Experimental mode dismantling mechanism

03‧‧‧單通道腦波第一本質模態函數訊號 03‧‧‧ Single channel brain wave first essential modal function signal

04‧‧‧單通道腦波第二本質模態函數訊號 04‧‧‧ Single channel brain wave second essential modal function signal

05‧‧‧單通道腦波第N本質模態函數訊號 05‧‧‧Single channel brain wave Nth modal function signal

06‧‧‧單通道腦波殘餘函數訊號 06‧‧‧ Single channel brain wave residual function signal

07‧‧‧第一乘法機制 07‧‧‧First multiplication mechanism

08‧‧‧第二乘法機制 08‧‧‧Second multiplication mechanism

09‧‧‧第N乘法機制 09‧‧‧ the N multiplication mechanism

10‧‧‧第N+1乘法機制 10‧‧‧N +1 multiplication mechanism

11‧‧‧二維混沌矩陣產生機制 11‧‧‧Two-dimensional chaotic matrix generation mechanism

12‧‧‧第一混沌加密序列 12‧‧‧First chaotic encryption sequence

13‧‧‧第二混沌加密序列 13‧‧‧Second chaotic encryption sequence

14‧‧‧第N混沌加密序列 14‧‧‧ chaotic encryption sequence of N

15‧‧‧第N+1混沌加密序列 15‧‧‧N +1 chaotic encryption sequence

16‧‧‧單通道腦波第一混沌加密本質模態函數訊號 16‧‧‧ Single channel brain wave first chaotic encryption essential modal function signal

17‧‧‧單通道腦波第二混沌加密本質模態函數訊號 17‧‧‧ Single channel brainwave second chaotic encryption essential modal function signal

18‧‧‧單通道腦波第N混沌加密本質模態函數訊號 18‧‧‧Single-channel brainwave N- chaotic encryption essential modal function signal

19‧‧‧單通道腦波混沌加密殘餘函數訊號 19‧‧‧Single channel brainwave chaotic encryption residual function signal

20‧‧‧二維方塊間隔機制 20‧‧‧Two-dimensional block spacing mechanism

21‧‧‧單通道腦波第一間隔混沌加密本質模態函數訊號 21‧‧‧ Single channel brainwave first interval chaotic encryption essential modal function signal

22‧‧‧單通道腦波第二間隔混沌加密本質模態函數訊號 22‧‧‧ Single channel brainwave second interval chaotic encryption essential modal function signal

23‧‧‧單通道腦波第N間隔混沌加密本質模態函數訊號 23‧‧‧Single-channel brainwave N- space chaotic encryption essential modal function signal

24‧‧‧單通道腦波間隔混沌加密殘餘函數訊號 24‧‧‧ Single channel brainwave interval chaotic encryption residual function signal

25‧‧‧累加機制 25‧‧‧Accumulation mechanism

26‧‧‧經驗模態拆解/混沌單通道腦波視覺加密生醫訊號 26‧‧‧Experience mode disassembly/chaos single channel brain wave visual encryption biomedical signal

27‧‧‧第一混沌地圖 27‧‧‧First chaotic map

28‧‧‧第一混沌地圖第一混沌加密參數 28‧‧‧First Chaotic Map First Chaotic Encryption Parameters

29‧‧‧第一混沌地圖第二混沌加密參數 29‧‧‧Second chaotic encryption parameters of the first chaotic map

30‧‧‧輸入單通道腦波生醫訊號長度 30‧‧‧Enter single channel brainwave biomedical signal length

31‧‧‧第一混沌地圖第三混沌加密參數 31‧‧‧The first chaotic map third chaotic encryption parameter

32‧‧‧第一混沌地圖第四混沌加密參數 32‧‧‧The first chaotic map fourth chaotic encryption parameter

33‧‧‧第二混沌地圖 33‧‧‧Second chaotic map

34‧‧‧第二混沌地圖第一混沌加密參數 34‧‧‧Second chaotic encryption parameters of the second chaotic map

35‧‧‧第二混沌地圖第二混沌加密參數 35‧‧‧Second chaotic encryption parameter of second chaotic map

36‧‧‧第二混沌地圖第三混沌加密參數 36‧‧‧The second chaotic map third chaotic encryption parameter

37‧‧‧第二混沌地圖第四混沌加密參數 37‧‧‧Second chaotic map fourth chaotic encryption parameter

38‧‧‧第二混沌地圖第五混沌加密參數 38‧‧‧The second chaotic map fifth chaotic encryption parameter

39‧‧‧輸入單通道腦波生醫訊號本質模態函數個數 39‧‧‧Enter the number of essential modal functions of single-channel brain wave biomedical signals

40‧‧‧x向量一維混沌加密序列 40‧‧‧ x- vector one-dimensional chaotic encryption sequence

41‧‧‧y向量一維混沌加密序列 41‧‧‧ y vector one-dimensional chaotic encryption sequence

42‧‧‧第N+2乘法機制 42‧‧‧N +2 multiplication mechanism

43‧‧‧第N+3乘法機制 43‧‧‧N +3 multiplication mechanism

44‧‧‧第2N+2乘法機制 44‧‧‧2N +2 multiplication mechanism

Claims (2)

一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,包括:步驟一:一單通道腦波生醫訊號,輸入一經驗模態拆解機制,輸出一單通道腦波第一本質模態函數訊號、一單通道腦波第二本質模態函數訊號、…、一單通道腦波第N個本質模態函數訊號和一單通道腦波殘餘函數訊號;步驟二:一二維混沌矩陣產生機制,輸入一第一混沌地圖、一第一混沌地圖第一混沌加密參數、一第一混沌地圖第二混沌加密參數、一第一混沌地圖第三混沌加密參數、一第一混沌地圖第四混沌加密參數和一輸入單通道腦波生醫訊號長度參數,輸入一第二混沌地圖、一第二混沌地圖第一混沌加密參數、一第二混沌地圖第二混沌加密參數、一第二混沌地圖第三混沌加密參數、一第二混沌地圖第四混沌加密參數和一第二混沌地圖第五混沌加密參數,產生一第一混沌加密序列、一第二混沌加密序列、…、一第N混沌加密序列和一第N+1混沌加密序列;步驟三:該單通道腦波第一本質模態函數腦波生醫訊號和該第一混沌加密序列輸入一第一乘法機制,輸出一單通道腦波第一混沌加密本質模態函數訊號、該單通道腦波第二本質模態函數訊號和該第二混沌加密序列輸入一第二乘法機制,輸出一單通道腦波第二混沌加密本質模態函數訊號、…、該單通道腦波第N本質模態函數訊號和該第N混沌加密序列輸入一第N乘法機制,輸出一單通道腦波第N混沌加密本質模態函數訊號、該單通道腦波 殘餘函數訊號和該第N+1混沌加密序列輸入一第N+1乘法機制,輸出一單通道腦波混沌加密殘餘函數訊號;步驟四:該單通道腦波第一混沌加密本質模態函數訊號、該單通道腦波第二混沌加密本質模態函數訊號、…、該單通道腦波第N混沌加密本質模態函數訊號和單通道腦波混沌加密殘餘函數訊號,輸入一二維方塊間隔機制,輸出一單通道腦波第一間隔混沌加密本質模態函數訊號、一單通道腦波第二間隔混沌加密本質模態函數訊號、…、一單通道腦波第N間隔混沌加密本質模態函數訊號和一單通道腦波間隔混沌加密殘餘函數訊號;步驟五:該單通道腦波第一間隔混沌加密本質模態函數訊號、該單通道腦波第二間隔混沌加密本質模態函數訊號、…、該單通道腦波第N間隔混沌加密本質模態函數訊號和該單通道腦波間隔混沌加密殘餘函數訊號,輸入一累加機制,輸出一經驗模態拆解/混沌視覺加密單通道腦波生醫訊號。 A single-channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method includes: step one: a single channel brain wave biomedical signal, input an empirical mode disassembly mechanism, and output a single channel brain wave first Essential mode function signal, a single channel brain wave second essential mode function signal, ..., a single channel brain wave Nth essential mode function signal and a single channel brain wave residual function signal; Step 2: a 2D Chaotic matrix generation mechanism, input a first chaotic map, a first chaotic map first chaotic encryption parameter, a first chaotic map second chaotic encryption parameter, a first chaotic map third chaotic encryption parameter, a first chaotic map The fourth chaotic encryption parameter and an input single channel brain wave biomedical signal length parameter, input a second chaotic map, a second chaotic map first chaotic encryption parameter, a second chaotic map second chaotic encryption parameter, a second A chaotic map third chaotic encryption parameter, a second chaotic map fourth chaotic encryption parameter and a second chaotic map fifth chaotic encryption parameter, generating a first chaotic encryption sequence A second chaotic encryption sequence, ..., N of a chaotic encryption sequence and a second sequence of N + 1 chaotic encryption; Step three: the first single-channel EEG electroencephalogram nature of the mode function and the first biomedical signal Chaotic Encryption Sequence inputting a first multiplication mechanism, outputting a single channel brain wave first chaotic encryption essential mode function signal, the single channel brain wave second essential mode function signal, and the second chaotic encryption sequence inputting a second multiplication mechanism, Outputting a single-channel brainwave second chaotic encryption essential modal function signal, ..., the single-channel brain wave N- th essential mode function signal and the N- th chaotic encryption sequence input an N- th multiplication mechanism, outputting a single-channel brain wave The Nth chaotic encryption essential modal function signal, the single channel brain wave residual function signal and the N+1 chaotic encryption sequence input an N+1 multiplication mechanism, and output a single channel brainwave chaotic encryption residual function signal; step four The single-channel brain wave first chaotic encryption essential modal function signal, the single-channel brain wave second chaotic encryption essential modal function signal, ..., the single-channel brain wave N- chaotic encryption essential modal function signal No. and single-channel brainwave chaotic encryption residual function signal, input a two-dimensional block spacing mechanism, output a single-channel brain wave first interval chaotic encryption essential modal function signal, a single-channel brain wave second interval chaotic encryption essential mode Function signal, ..., a single channel brain wave Nth interval chaotic encryption essential modal function signal and a single channel brain wave interval chaotic encryption residual function signal; Step 5: the single channel brain wave first interval chaotic encryption essential modal function Signal, the single-channel brain wave second interval chaotic encryption essential modal function signal, ..., the single-channel brain wave N- th chaotic encryption essential modal function signal and the single-channel brain wave interval chaotic encryption residual function signal, input one The accumulation mechanism outputs an empirical mode disassembly/chaotic visual encryption single channel brain wave biomedical signal. 如申請專利範圍第1項所述之一種單通道腦波訊號經驗模態拆解/混沌視覺強韌加密方法,其中該第一混沌地圖第一混沌加密參數為一單通道腦波本質模態函數訊號能量參考總能量比例最大值,該第二混沌地圖第一混沌加密參數為一單通道腦波本質模態函數訊號能量參考總能量比例最小值。 For example, a single-channel brain wave signal empirical mode disassembly/chaotic vision strong encryption method according to the first application of the patent scope, wherein the first chaotic map first chaotic encryption parameter is a single channel brain wave intrinsic mode function The signal energy refers to the maximum total energy ratio, and the first chaotic encryption parameter of the second chaotic map is a single channel brain wave intrinsic mode function signal energy reference total energy ratio minimum value.
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