TW200302637A - Frequency offset estimating device applicable to channel with intersymbol interference - Google Patents
Frequency offset estimating device applicable to channel with intersymbol interference Download PDFInfo
- Publication number
- TW200302637A TW200302637A TW92102178A TW92102178A TW200302637A TW 200302637 A TW200302637 A TW 200302637A TW 92102178 A TW92102178 A TW 92102178A TW 92102178 A TW92102178 A TW 92102178A TW 200302637 A TW200302637 A TW 200302637A
- Authority
- TW
- Taiwan
- Prior art keywords
- mentioned
- sequence
- value
- frequency offset
- symbol
- Prior art date
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/0014—Carrier regulation
-
- C—CHEMISTRY; METALLURGY
- C30—CRYSTAL GROWTH
- C30B—SINGLE-CRYSTAL GROWTH; UNIDIRECTIONAL SOLIDIFICATION OF EUTECTIC MATERIAL OR UNIDIRECTIONAL DEMIXING OF EUTECTOID MATERIAL; REFINING BY ZONE-MELTING OF MATERIAL; PRODUCTION OF A HOMOGENEOUS POLYCRYSTALLINE MATERIAL WITH DEFINED STRUCTURE; SINGLE CRYSTALS OR HOMOGENEOUS POLYCRYSTALLINE MATERIAL WITH DEFINED STRUCTURE; AFTER-TREATMENT OF SINGLE CRYSTALS OR A HOMOGENEOUS POLYCRYSTALLINE MATERIAL WITH DEFINED STRUCTURE; APPARATUS THEREFOR
- C30B25/00—Single-crystal growth by chemical reaction of reactive gases, e.g. chemical vapour-deposition growth
- C30B25/02—Epitaxial-layer growth
- C30B25/18—Epitaxial-layer growth characterised by the substrate
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/0014—Carrier regulation
- H04L2027/0044—Control loops for carrier regulation
- H04L2027/0063—Elements of loops
- H04L2027/0065—Frequency error detectors
Abstract
Description
200302637 A7 B7 經濟部智慧財產局員工消費合作社印製 發明說明(1 發明所屬之技術領域 本發明係有關於通訊系統之領域# 凡&确埝4寸別係指一種預估頻率偏移 (frequency offset)之架構,適用於呈 • Γ ι± 、州乂 /、有付兀間干擾(mtersymbol interference)情形的通道(Channel)。 先前技術 通口孔用的通3¾斗寸別疋然線通訊的通道常常受到通道缺陷如:多 重路徑(multipath)傳遞卿付加·雜訊的影響。就載波調變的系統而古, 頻率偏移-般是由這類系統中發送器和接收器兩者隨不一 _ 引起,如果紐頻的行動通訊,還會因摻雜了杜卜勒(d_句偏移而 更為惡化。正確解碼接收資訊的重要_在於接收端能否快速的捕捉 頻率及追蹤她,-般說來,大解偏移會產生遠超過餘器快速相 位_的追蹤能力,造成系統效能嚴重的衰減。因此,在接收器解調 之前,如何估計、補償頻率偏移是決定系統效能的重要工作。 目鈾已有口午夕以p付加白色南斯雜訊(additive white仏聰㈤η〇—, AWGN)的理想條件為基礎而發展的頻率偏移估計法,但在某些應用 裡,例如多重路徑的環境,接收訊號的失真將會造成相當程度^元 間干擾(intersymbol interference,簡稱ISI)。這種現象導致額外的雜訊並 且降低頻率偏移估計的效能,所以在無線通訊中ISI問題特別棘手。 當設計一種預估頻率偏移之架構時,必須解決ISI的存在問題,有 鐘於此’根據在接收訊號上進行的非線性運算,Scott等人提出一種估 口十頻率偏移的 >貝异法,請參考··,,gimultane〇us Q〇ck Phase anj200302637 A7 B7 printed by the Intellectual Property Bureau of the Ministry of Economic Affairs, a consumer cooperative of the invention (1 The technical field to which the invention belongs The invention relates to the field of communication systems # Where & 4 inches is an estimated frequency offset (frequency offset) architecture, applicable to channels with Γ ι ±, state //, and mtersymbol interference situations. The previous technology uses 3¾-inch-inch special-line communication for communication ports. Channels are often affected by channel defects such as multipath transmission noise and noise. With regard to carrier-modulated systems, frequency offsets are generally determined by both the transmitter and receiver in such systems. One reason is that if New Frequency ’s mobile communication is further compounded by the Doppler (d_sentence offset). The importance of correctly decoding the received information is whether the receiving end can quickly capture the frequency and track her. In general, a large solution offset will produce a tracking capability far exceeding the fast phase of the receiver, causing a serious degradation of system performance. Therefore, before the receiver demodulates, how to estimate and compensate for the frequency offset is the decisive factor. Important work on system efficiency. Uranium has developed a frequency offset estimation method based on the ideal conditions of additive white Nongsong noise (AWGN) at noon and evening, but in some cases In applications such as multipath environments, the distortion of the received signal will cause considerable intersymbol interference (ISI). This phenomenon causes additional noise and reduces the performance of frequency offset estimation. The problem of ISI in communication is particularly tricky. When designing an architecture for estimating frequency offset, the existence of ISI must be solved. There are some clues here. Based on the non-linear operation performed on the received signal, Scott et al. Frequency shift > Bayer method, please refer to ..., gimultane〇us Q〇ck Phase anj
Offset Estimation ’ IEEE Trans· on Commun·,Vol. 43,ρρ· 2263-2270,Offset Estimation ’IEEE Trans · on Commun ·, Vol. 43, ρρ · 2263-2270,
July 1995。這種架構必須計算傅立葉(p〇urier)轉換,並且基於通道脈衝 響應(impulseresponse)的假設做了 一些近似。相對地,Fechte^人則揭 漆種估叶頻率偏移以及獲取通道的演算法,請參考··”Fast (請先閱讀背面之注意事項再填寫本頁) --------訂---------July 1995. This architecture must calculate the Fourier transform and make some approximations based on the assumption of the channel impulse response. In contrast, Fechte ^ ren reveals the algorithm for estimating the frequency shift of leaves and the channel acquisition algorithm. Please refer to "Fast" (Please read the precautions on the back before filling this page) -------- Order ---------
297公釐) 200302637 A7 _____B7___ 五、發明說明(2 )297 mm) 200302637 A7 _____B7___ 5. Description of the invention (2)
Synchronization, Frequency Offset Estimation and Channel Acquisition for Spontaneous Transmission over Unknown Frequency-Selective Radio Channels”,Proc· IEEE PIMRC,pp. 229-233,Sep. 1993。以最大可能 性(maximum-likelihood)的準則為依據,:Fechtel的方法掃瞄過接收訊號 的資料段落以實現頻率偏移的估計,但這種架構的運作必須以對收到 的符元及其時序(timing)有所了解為前提。另外,Bahai等人顯示頻率偏 移值能夠藉由通道係數之相位旋轉來估計,請參考··,,A FrequencySynchronization, Frequency Offset Estimation and Channel Acquisition for Spontaneous Transmission over Unknown Frequency-Selective Radio Channels ", Proc · IEEE PIMRC, pp. 229-233, Sep. 1993. Based on the maximum-likelihood criterion: Fechtel's method scans the data segments of the received signal to achieve frequency offset estimation, but the operation of this architecture must be based on an understanding of the received symbols and their timing. In addition, Bahai et al. The display frequency offset value can be estimated by the phase rotation of the channel coefficients, please refer to ...
Offset Estimation Technique for Wireless Channels”,in 1997 IEEEOffset Estimation Technique for Wireless Channels "in 1997 IEEE
Workshop on Signal Processing Advances in Wireless Communications ^ Paris ’ Apr· 1997 ’ pp· 397-400。Bahai的演算法仍然依賴傳送已知的符 元樣本。Viswanathan等人則發表了 一種稱為最大狀態基礎累計 (maximum state-based accumulation,MSA)估算法,詳見:,,A Freq職cy Offset Estimation Technique for Frequency-Selective Fading Channels55 ^ ΙΕΕΕ—^η· Letters,Vol. 5,pp. 166_168,Apr· 2〇〇i。然這種技術的 運作還是必須先知道收到訊號中的調變資料。 ^觀上《㈣ISHt道狀估算技術,其缺點輕要高度複雜的 運异,因而難以實現運用在積體電路。 發明内容 經濟部智慧財產局員工消費合作社印製 (請先閱讀背面之注意事項再填寫本頁) 於所提供一種適臓戦之頻率偏移估計裝置,由 ;斤而運t之禝雜度低,非常適合實施於積體電路。 本發明之另-目的是提供一種適用於ISI通道、且毋 的符元及其時序為前提之頻率偏移估計架構。 A ^ 勺括本=^露—_於符元間干擾通道之鮮偏移估計裝置,发 包括-儲存區、—差分單元、—乘冪運算器、 其 器以及-縮放單元。儲存個單加串列地輸二接收Workshop on Signal Processing Advances in Wireless Communications ^ Paris ‘Apr · 1997’ pp · 397-400. Bahai's algorithm still relies on transmitting known symbol samples. Viswanathan et al. Published a method called maximum state-based accumulation (MSA) estimation method. For details, please refer to: A Freq cy Offset Estimation Technique for Frequency-Selective Fading Channels 55 ^ ΙΕΕΕ— ^ η · Letters Vol. 5, pp. 166_168, Apr. 2 00i. However, the operation of this technology must first know the modulation data in the received signal. ^ In terms of "㈣ISHt Doppler Estimation Technology", its shortcomings are highly complex and different, so it is difficult to realize the application in integrated circuits. Summary of the Invention Printed by the Consumer Cooperative of the Intellectual Property Bureau of the Ministry of Economic Affairs (please read the precautions on the back before filling out this page) Provide a suitable frequency offset estimation device provided by , Very suitable for implementation in integrated circuits. Another object of the present invention is to provide a frequency offset estimation architecture suitable for an ISI channel without the prerequisite symbols and their timing. A ^ 括 本本 = ^ 露 —_A fresh offset estimation device for the interference channel between symbols, including-storage area,-difference unit,-power operator, its unit, and-scaling unit. Store a single plus serial input and receive
U規袼(21〇 297公釐) 200302637 經濟部智慧財產局員工消費合作社印製U Regulations (21〇 297 mm) 200302637 Printed by the Consumer Cooperative of the Intellectual Property Bureau of the Ministry of Economic Affairs
Φ-------丨訂-、丨丨丨、---- (請先閱讀背面之注意事項再填寫本頁) A7 B7 五、發明說明(3 ) 樣相麵上雜解元而平移M棘樣,如此形成-延遲 水序列。i分早讀概取懈.取 _^ =而::—初步值序㈣冪運算器接收初步值=Γ:4 4棊,射ρ為驗,用財取初倾相之 :ρ 取哭ΪΓ取悤和純’而嶋禮為複數。角度提 加值之角度’縮放單元進—步賴角度按1/p的比例縮 猎以、?接收取樣序列估計其頻率偏移值。 、、、 “另L本發明還揭露_種由狀態指示器、狀態庫、差 輯算單元所構成的頻率偏移估計裝置。狀態指示 ^接收1料付元相妓生代表符元麟之狀態職, 、二=料符元桃個最近收到的資料符元所定義,其中L係: :=術:度。狀態庫具有輸入—接收取樣序列之第-端、輪入 一别’、引之弟—端以及輸人上述狀態訊號之第三端,目前索引係鱼 ^貢料符元相關聯。根據狀態訊號,狀態庫儲存由第二端輸入的目、 端輸入的目前資料符元中之购目前接收取樣,並 〜^目刚捕符兀同符元狀態之雜先前接收取樣及其關聯之先 r ^,其巾,⑽正整數。差分單元對接收取樣序财之議目前接 收轉㈣狀態縣得的同符元狀態之M個先前接收取樣兩者間進行 差为運异,進而得到一初步值序列。 根據與上述Μ個目前接收取樣關聯的目前索引以及鱼上述同符元 狀態之Μ個絲接收取樣_的先前索引之_索引差,每個計算單 4被許可輸入對應該索龍的初步值序列。此外,每個計算單元最 好能夠包括-累加器、—歧提㈣以及—縮放單元。在相對於接收 取樣序列的Μ,個取樣間,每個累加器取初步值序列之總和,且累加屬 於相同索引差之總和以產生-累加值,而加值為複數。每個角度Φ ------- 丨 Order-, 丨 丨 丨, ---- (Please read the notes on the back before filling this page) A7 B7 V. Description of the invention (3) M-spike-like translation, so formation-delayed water sequence. i points are taken early to read. Take _ ^ = and ::-preliminary value order ㈣ power operator receives preliminary values = Γ: 4 4 棊, shoot ρ as a test, use money to get the initial phase: ρ take cry ΪΓ Take 悤 and pure 'and 嶋 礼 is plural. The value of the angle is increased by the angle ’scaling unit—the step depends on the angle being scaled down by 1 / p. The received sample sequence estimates its frequency offset value. 、、、 “The present invention also discloses a frequency offset estimation device composed of a status indicator, a status library, and a difference calculation unit. The status indicator ^ receives the status of Fu Yuanlin, the representative of Fu Yuanlin, Two = material symbols are defined by the most recently received data symbols, where L is: == surgery: degree. The state database has the input-receiving sampling sequence-the first end, the turn-in-one ', the younger brother-the end, and Enter the third end of the above status signal, and the current index is associated with the character symbol. According to the status signal, the status database stores the target data input by the second terminal and the current data input by the terminal. , And ~ ^ mesh just captures the miscellaneous state of the symbol and the previous received samples and their associated r ^, its towel, ⑽ positive integer. The difference unit to receive the sample sequence order is currently receiving the same sign obtained by the state The M previous received samples of the meta state are different to obtain a preliminary value sequence. According to the current index associated with the M current received samples and the M silk received samples of the same symbol state as described above_ Previous Quoting the _ index difference, each calculation order 4 is allowed to enter a preliminary sequence of values corresponding to Thoron. In addition, each calculation unit can preferably include an -accumulator, -disambiguation, and -scaling unit. In the sampling sequence M, between each sampling, each accumulator takes the sum of the initial value sequence, and accumulates the sums belonging to the same index difference to generate a -accumulated value, and the added value is a complex number. Each angle
本紙張尺度適用標準^)Α4規格d 297公釐) 200302637 A7 B7 五 發明說明(4 絲器用來取得累加值之角度,每個縮放單元再將對應的角㈣ ^ _子然雜出作為—初步鮮偏移值,其中朗 ς上 :因此這些計算單元產生複數個初步頻率偏移值。加為接者對③知步辭偏健鱗 =列估計其頻率偏移值。 十〇連t措以對接收取樣序 經濟部智慧財產局員工消費合作社印製Applicable standards for this paper size ^) A4 size d 297 mm) 200302637 A7 B7 Five invention description (4 angles used to obtain the accumulated value, each zoom unit will then use the corresponding angle ㈣ _ 子 然 杂 出 as a preliminary Fresh offset values, among them: Therefore, these calculation units generate a plurality of preliminary frequency offset values. Add to the receiver pair ③ walker partial bias scale = column to estimate its frequency offset value. Receiving sampling sequence Printed by the Consumer Cooperative of the Intellectual Property Bureau of the Ministry of Economic Affairs
實施方式 ,使本發明之上述目的、特徵和優點能更鶴賴,下文特舉較 佺之貫施例,並配合所附圖式,作詳細說明如下: a本發明揭露一種所謂的「狀態基礎的差分累計(state-based、—aCCUmUlatl〇n ’簡稱SDA)」演算法來估計頻率偏移,先從SDA 演箅的介紹及其相_數學推導來開始制。假設通道的變化夠慢, 所以在觀軸間可將通道視為固定《,聽續時間的減訊號可表 示為 KO = Aejeej^ Ydkg{t ~ kry w{t) A代表通道增益且為純量(scalar) Θ代表相位的偏移 00(1代表角(angular)頻率偏移 dk代表弟k個傳送的資料符元㈣她叫 g(t)代表綜合發送器、接收器和通道的等效脈衝響應 τ代表符元週期 w(t)代表附加的複數雜訊 以取樣率Μ/T取樣r(t),則得到一接收取樣(received sample)序列rW 其中The embodiments make the above-mentioned objects, features, and advantages of the present invention more compelling. The following is a detailed description of the following conventional examples and the accompanying drawings, as follows: a. The present invention discloses a so-called "state basis To calculate the frequency offset using a state-based, “aCCUmUlatlon '(SDA)” algorithm, starting with the introduction of the SDA algorithm and its phase_mathematical derivation. Assuming that the channel change is slow enough, the channel can be regarded as fixed between the viewing axis. The signal of the reduction of the listening time can be expressed as KO = Aejeej ^ Ydkg {t ~ kry w (t) A represents the channel gain and is scalar. (scalar) Θ represents the phase offset 00 (1 represents the angular frequency offset dk represents the k transmitted data symbols ㈣ she called g (t) represents the equivalent pulse of the integrated transmitter, receiver and channel The response τ represents the symbol period w (t) represents the additional complex noise samples r (t) at the sampling rate M / T, and then a received sample sequence rW is obtained.
An]An]
Aep ejc〇’i Υλ Τ Μ kT\ + Τλ ΜAep ejc〇’i Υλ Τ Μ kT \ + Τλ Μ
(請先閱讀背面之注意事項再填寫本頁) ;0 --------訂(Please read the notes on the back before filling this page); 0 -------- Order
200302637 A7 五、發明說明(5 :ω({Τ 二 Aeje e Μ200302637 A7 V. Description of the invention (5: ω ({Τ 2 Aeje e Μ
其中among them
AejeAn fd η ’ λ冰、咖]+ψ] η · ~Μ ^cl ~ωά 'Τ 表示-個符元週期之角偏移 代表攸g(t)獲得的離散時間(a·—·)訊號 w[n] = w(i) Μ 代表從w(t)獲得的離 實際上,脈衝響應會被截 才门口孔就 的情形下,假設 成队付㈣期的有限長度,在不失-般‘卜二〇,V,二·.加—1)}倘若 + 且 ,則接收取樣序列變成 r[lM + i\=Aej8e 1 r/7 、 -, yt^: θ[(/ -灸)从 + Z] + 0jCidi1+iAejeAn fd η 'λ ice, coffee] + ψ] η · ~ Μ ^ cl ~ ωά' Τ means-the angular offset of a symbol period represents the discrete time (a · — ·) signal w obtained by y g (t) [n] = w (i) Μ represents the distance from w (t). Actually, the impulse response will be intercepted in the doorway, assuming the finite length of the team payment period, without losing the- Bu 20, V, 2 ·. Plus -1)} If + and then the received sampling sequence becomes r [lM + i \ = Aej8e 1 r / 7,-, yt ^: θ [(/ -moxibustion) from + Z] + 0jCidi1 + i
lfc)+W[72],/eZ (請先閱讀背面之注意事項再填寫本頁) 其中 X(Sri)=Aeje Υ^ά^[{ΐ^^Μ k=l~L / 經濟部智慧財產局員工消費合作社印 則疋義為第1個符元期間的肤能,ϋ曰 狀態係由目前的資料符元和L個過去的資料符元 “ #疋碎 艰,·),可看出僅取決於這些L+H„料符元。%成。1SI的相關工! 相同!以及相同狀態的接收取樣可拿來去除通道 率的偏移,如果忽略雜訊項,則對於任何的\ " 古計 χ(ν·Μν) 而言: 在對Γ[μ/ + /]和4从+ /]兩者間進行差分運 & uim = η \Μ + i\r*[lxM + i] - ejilAl2~h) · |x(^,/) 本紙張尺度適用中國國家標準(CNS)A4規格(210 x 297公羞)lfc) + W [72], / eZ (Please read the notes on the back before filling this page) where X (Sri) = Aeje Υ ^ ά ^ [{ΐ ^^ Μ k = l ~ L / Intellectual Property of the Ministry of Economic Affairs The seal of the Bureau ’s Consumer Cooperatives was defined as the skin energy during the first symbol. The state is based on the current data symbol and L past data symbols "# 疋 碎 难, ·), it can be seen that only Depends on these L + H „material symbols. %to make. 1SI correlation! The same! And the same state of the receiving samples can be used to remove the channel rate offset, if the noise term is ignored, for any \ " ancient calculus χ (ν · Μν): [μ / + /] and 4 from + /] are differentiated & uim = η \ Μ + i \ r * [lxM + i]-ejilAl2 ~ h) · x (^, /) paper Standards apply to China National Standard (CNS) A4 specifications (210 x 297 male shame)
------- —訂---------. 200302637 A7 五、發明說明(6 ,、 &表示共幸厄複數(complex conjugate)運算。〜的角产含有頻 率偏移的:f訊,因此依下式,角頻率偏移為 又 Ο - 1 / /、中^ _ 1 稱為索引差(index difference)。 的運作過程是含有雜訊因子的,為了降低雜訊項所造成的 估^差、提,頻率偏移估計裝置的估算準確度,可在取角度之前累 加數個差刀運异的結果,由於相位不同調㈣eQh_t)的因素,上述的 差分結f針對不同的索引差必須分別進行累加,故,累加值_可由 下式計异而得 ?'° ,對於相同的Δ/ Μ~\ /、中内〜和’㈣」於蝴每個資料符元的職取樣聽合相同狀 姆引差一 ^ 為心資料符元之2值:換言之,對於任兩個同狀態且索引間隔亦 於剩之中者所對應的接收取樣經過差分運算的結果均累加 ; t ’所以頻率偏移估計值可從累加吻0 經濟部智慧財產局員工消費合作社印製 由於相位迴繞_sewrap_around)造成的不明確性,是故_之角产限 =大 解析_有抝士,因此須考量避 〜免可解析的範圍過小,而造成不能處理大 下 將不同差值_所得到之頻率偏移估計值進行加權平均運算如 Δ/------- —Order ---------. 200302637 A7 V. Description of the invention (6 ,, & represents a complex conjugate operation. The angular product of ~ contains a frequency offset : F signal, so according to the following formula, the angular frequency offset is 0-1 / /, and middle ^ _ 1 is called the index difference. The operation process contains a noise factor, in order to reduce the noise term The resulting estimation error, accuracy, and estimation accuracy of the frequency offset estimation device can accumulate the results of several differential operations before taking the angle. Due to the factors of different phases (eQh_t), the above differential junction f is different for different The index difference must be accumulated separately. Therefore, the accumulated value _ can be obtained by calculating the difference from the following formula? '°, for the same Δ / M ~ \ /, Nakachi ~, and' ㈣ '' in each data symbol. The sampling and listening are the same, and the difference is ^ is the 2 value of the heart data symbol: In other words, for any two received samples corresponding to the same state and the index interval is also left, the results of the difference calculation are accumulated; t 'So the frequency offset estimate can be printed from the cumulative 0 The ambiguity caused by phase wrap_sewrap_around) is the reason _ horn production limit = big analysis _ there are warriors, so you must consider to avoid ~ the analyzable range is too small, which makes it impossible to handle large differences. The weighted average of the obtained frequency offset estimation value is calculated as Δ /
t ϋ Β (CNS)A4 (210 χ 297 公釐) 200302637 rJ^ + z] = ^; -r[lM + i] RJ, A7 五、發明說明(7 二中’代表對應於索引差Δ/=1,2, 算的實施翻^ 推則時,不但要考慮加權平均運 而且要試選適當的加權係數來減少估計的誤差, =二式就是採用相等的權值’或者是加權 之 ^以預先計算得m用計數_動態取得各個△/的出糸 再應用计數辑提供的值來產生加權係數。 料符元集合的大小,時,可能的符樣 轉接收取樣序列,同樣i忽略雜訊項的情形下,其運 V \ΐλ/Τ , ·Ί 7* Γ. . + z 其中 得知:將接收取樣序列做相位旋轉會導致符樣態做相同的相 位方疋轉,而且旋轉後的狀態成為 ^〜心…批I2丨 就相位移鍵式(phase shiftkeymg,PSK)調變而言,L中的最末項為常 ,一所以符兀狀態的數目縮減了 M嗜成為。更普遍的方式是從資料 付几的映射函數(mappmg也咖碰)而不是共輛複數來旋轉相位。、 )f於展頻(spread spectrum)通訊系統,若週期性的展頻碼或展頻波 棚的時附_哪舰舰形可視為脈波塑形㈣% shaping) 、思Y 的而被併入專效的脈衝響應中。由於本發明提出的架構 毋而知逼脈波塑形或通道的脈衝響應,所以本發明同樣能夠應用到展 -------------_------- —訂----- (請先閱讀背面之注意事項再填寫本頁) 經濟部智慧財產局員工消費合作社印製t ϋ Β (CNS) A4 (210 χ 297 mm) 200302637 rJ ^ + z] = ^; -r [lM + i] RJ, A7 V. Description of the invention (7 2 '' corresponds to the index difference Δ / = 1,2, the implementation of the calculation ^ Inference rules, not only consider the weighted average operation but also try to choose the appropriate weighting coefficient to reduce the estimation error, = the second formula is to use equal weight 'or weighted ^ in advance Calculated m uses the count _ to dynamically obtain the output of each △ / and then applies the value provided by the count series to generate the weighting coefficient. When the size of the set of symbol elements is, the possible symbols are transferred to the sampling sequence, and the noise is also ignored. In the case of the term, its operation V \ ΐλ / Τ, · Ί 7 * Γ.. + Z where it is learned that the phase rotation of the received sampling sequence will cause the symbol pattern to perform the same phase rotation, and the rotated The state becomes ^ ~ heart ... batch I2 丨 In terms of phase shift key mg (PSK) modulation, the last term in L is constant, so the number of out-of-order states is reduced by M. More common The way is to rotate the phase from the mapping function of the data (mappmg also touches) instead of a complex number of vehicles. Frequency (spread spectrum) communication system, if the periodic spread spectrum code or the spread of the spread spectrum shed, which ship shape can be considered as pulse wave shaping (% shaping), thinking Y and incorporated into the special pulse Responding. Because the proposed structure of the present invention does not know the pulse wave shaping or the impulse response of the channel, the present invention can also be applied to exhibitions -------------_-------- Order ----- (Please read the notes on the back before filling this page) Printed by the Consumer Cooperatives of the Intellectual Property Bureau of the Ministry of Economic Affairs
200302637 A7 B7 經 濟 部 智 慧 i 產 局 員 工 消 費 合 社 印 製 五、發明說明(8 ) 頻通訊系統。 根據本發明的SDA演算法所設計之解偏移估計裝置,如第】圖所 示,在接收端,資料符元之序列1〇1以及接收取樣之序列制分別輸入 至估计裝置中的狀g指示器11〇和狀態庫12〇,其中η為離散時間引數。 狀態指示器11⑽來產生代表符元狀態之狀態職,且提供狀態訊號給 狀態庫12(|。符兀狀態^係由_個目前的資料符元個最近收到的 資料符元」—^:1Ά所定義,其中L係通道延遲分佈的長度。如圖 不,估計裝置运包括-移位暫存器⑽,以保留來自於序卿個最 近接收貪料符元。 為了更清楚地解釋第1圖中的估計裝置,接下來配合第2圖及第3圖 中_細方塊圖來進-步說明。狀態庫12Q具有輸人接收取樣序列+] 之第-端121:輸入目前索引/2之第二端123以及輸入狀態訊號之第三端 125 ’其中目μ索引&係與目前的資料符元4相關聯,而且目前索引&由 卞數為170來產生。根據上文的討論,接收取樣序列+]可以表示為 (請先閱讀背面之注意事項再填寫本頁) ΦΙ — —訂---------^ 本紙張尺度適用中國 國 家標準(CNS)A4規格伽X 297公爱) 1 ’其中州系小]中每個資料符元的取樣數目,且卜0515..具1。 參考第2圖,狀態庫120由解多工器21〇、多工器22〇以及删儲存區23〇 所、、且成1?0且;^代表可能的符元狀態數目Μ“每侧諸存區23〇具有Μ個 單元232以儲存、擷取接收取樣序列中之Μ個取樣,此外,每個儲 ,區=0還有一個儲存、擷取相關索引之單元2Μ。根據狀態訊號,解 多工器210將+]中之M個目前接收取樣及其關聯之目前索引,2分派到 其J 一個儲存區230,而該儲存區230對應於狀態訊號所代表的符元狀 態&,同時,多工器220選擇狀態訊號代表的符元狀態&所對應的其中 :個儲存區230,選到的儲存區23〇輸出M個先前接收取樣及其關聯先 丽索引,其中上述Μ個目前接收取樣和上述M個先前接收取樣屬於相同 的付兀狀態A。如此取決於符元狀態&,狀態庫12〇擷取M個先前接收 取樣及其關聯的先前索引,即初+ /]和(,並且關符元狀態之職 200302637 A7 經濟部智慧財產局員工消費合作社印製 -、發明說明(9 ) 目前接收取樣及其關聯的目前索引,即r|/,M + /: 存區。接下來’差分單元13〇針對相同符元狀態的,切+q和咆M + 兩 間進行差分(dlfferential)運算,藉以得到一序列的初步值來當作中 單元m包括共輛複數運算器132以及複數乘法 口口 〃輛複數運异為132對其輪入的每個取樣做運算而產生M,個先 ' gpr*^ + zl :其輸人的每個取樣來做運算,複數乘法器134 計算柄Η和4M + /1兩者之乘積,如下. ^ = 4μ+/Ι·"[^+^^〇Λ...,μμ射,〜代表初步值序列,且M,s正整數。另—方面,目前索引/遠 先前索引,會被送到減法器19〇以獲得兩者之索引差,即。第、i 圖中,差分單切0以及複數個計算單元14G之間連接著分配器16〇,根 據索引差△/,分g⑶6〇將來自域分單元⑽的初步值相〜轉送 對應的計算單元140,减方式,每辦算單元14Q會於當前索引差△/之〜。 參考第3圖,每個計算單元之中包括了累加器343、角度提取器泌 以及細放單兀347。累加益343取初步值序列相對於接收取樣序列咖中 每-資料符元的M,個取樣之間的總和,且累加屬於相㈤索引差之所有 總t以赴—個累加值。根據本發明,最好能在累加器343之前設置-乘冪運算UMl,以強化解偏移估計裝置進而改善其效能。乘幕運算 器341用來計算每個初步值之p次方乘冪(p〇wer) : ^(U〜H/2M+i].’[/,M +,t,對於邮,…,心 其中,P代表求取乘冪用的冪數且係大於丨之整數,例如,但並非狹義 地限定本發明,p:2。按照以上的式子,U為初步值序列之?次方乘 冪形式,所以累加器343將(^)做雙重加總(d〇uble_mati㈣以求得 ]和^ ’更新相對應的 儲 (請先閱讀背面之注意事項再填寫本頁) ·--------1T---------. 本紙張尺賴辭關_準(CNSM4 200302637 A7200302637 A7 B7 Printed by the Intellectual Property Office of the Ministry of Economic Affairs and Consumer Affairs Co., Ltd. V. Invention Description (8) Frequency communication system. The solution offset estimation device designed according to the SDA algorithm of the present invention, as shown in the figure, at the receiving end, the sequence of data symbols 101 and the sequence system of receiving samples are input to the estimation device respectively. Indicator 11 and state library 12, where n is a discrete-time argument. The status indicator 11 is used to generate a status post representing the status of the symbol, and provides a status signal to the status database 12 (|. The symbol status ^ is composed of _ the current data symbols and the most recently received data symbols "— ^: The length of the L-channel delay distribution is defined as 1. As shown in the figure, the estimation device includes a -shift register 保留 to retain the most recently received corrupted symbols from Xu Qing. In order to explain the first one more clearly The estimation device in the figure will be further explained with the _ fine block diagrams in Figure 2 and Figure 3. The state library 12Q has the input sampling sequence +] of the -end 121: Enter the current index / 2 The second terminal 123 and the third terminal 125 'of the input status signal, wherein the mu index & is associated with the current data symbol 4, and the current index & is generated by a unit number of 170. According to the discussion above, Receiving Sampling Sequence +] can be expressed as (Please read the precautions on the back before filling this page) ΦΙ — —Order --------- ^ This paper size is applicable to China National Standard (CNS) A4 specification X 297 Public love) 1 'where the state is small] the number of samples of each data symbol, and 0515 with 1 ... Referring to FIG. 2, the state library 120 is composed of a demultiplexer 21o, a multiplexer 22o, and a deletion storage area 23o, and becomes 1-0 and; ^ represents the number of possible symbol states M "on each side The storage area 23 has M units 232 to store and retrieve the M samples in the receiving sampling sequence. In addition, each store, area = 0 and a unit 2M to store and retrieve the relevant index. According to the status signal, the solution The multiplexer 210 assigns the M current received samples and their associated current indexes in 2] to its J storage area 230, which corresponds to the symbol status & represented by the status signal, and The multiplexer 220 selects the symbol status represented by the status signal & which corresponds to: a storage area 230, and the selected storage area 230 outputs M previously received samples and their associated Xianli indexes, of which the M currently The received samples and the above M previous received samples belong to the same state A. Thus, depending on the symbol state &, the state library 12 fetches the M previously received samples and their associated previous indexes, that is, the initial + /] and (And related to the status of Fu Yuanyuan 200302637 A7 Ministry of Economic Affairs Printed by the Consumer Cooperative of the Property Bureau-, Description of Invention (9) The current receiving samples and their associated current indexes, namely r | /, M + /: storage area. Next, the 'differential unit 13' is for the same symbol state, Cut + q and M + to perform a dfferential operation to obtain a sequence of preliminary values to be used as the middle unit. M includes a complex number operator 132 and a complex multiplication port. The complex number difference is 132. Each sample in turn is used to perform an operation to generate M, first 'gpr * ^ + zl: The input of each sample is used to perform the operation. The complex multiplier 134 calculates the product of the handle and 4M + / 1, as follows ^ = 4μ + / Ι · " [^ + ^^ 〇Λ ..., μμ, where ~ represents a sequence of preliminary values, and M, s is a positive integer. In addition, the current index / far previous index will be It is sent to the subtractor 19 to obtain the index difference between the two, that is, in the figure i, the difference is single-cut 0 and a plurality of calculation units 14G are connected to a divider 16o. According to the index difference △ /, it is divided into g⑶6. The initial value from the domain subunit 相 is transferred to the corresponding calculation unit 140, and the subtraction method is performed. The front index difference △ / of ~. Referring to Figure 3, each calculation unit includes an accumulator 343, an angle extractor, and a detail unit 347. The accumulative benefit 343 takes the initial value sequence relative to the received sampling sequence. M-per-data symbol, the sum between samples, and accumulating all total t belonging to the relative index difference to an accumulative value. According to the present invention, it is best to set a -power operation before accumulator 343 UM1 to strengthen the solution of the offset estimation device to improve its performance. The multiplication screen operator 341 is used to calculate the p-th power (p〇wer) of each preliminary value: ^ (U ~ H / 2M + i]. ' [/, M +, t, for postal, ..., where P represents an exponent used to obtain a power and is an integer greater than 丨, for example, but is not limited to the present invention in a narrow sense, p: 2. According to the above formula, U is a power-of-two form of the sequence of preliminary values, so the accumulator 343 double-adds (^) (d〇uble_mati㈣ to obtain) and ^ 'to update the corresponding storage (please first Read the notes on the back and fill in this page) · -------- 1T ---------. This paper rule relies on the word _Jun (CNSM4 200302637 A7
,結合了 Μ,個相同符元狀態的 ;外總和, 累力σ值 /=〇 Μ'-\ 其中,内總和,/=〇以 Μ'-\ ΣΣ^,,Λ ° ,則累加了相同索弓1差Δ/的内總和,而_代表對廍μ, Combining Μ, which have the same symbol state; outer sum, cumulative force σ value / = 〇Μ ′-\ Wherein, inner sum, / = 〇 with ′ M ′-\ ΣΣ ^ ,, Λ °, the same is accumulated The total internal difference of the cable bow 1 Δ /, while _ stands for 廍 μ
差△,之累加值。根據本發明,Μ,不能大於Μ '、广索弓I 織,將_傳遞給碰取請作為上述的中間。 益345仗而取得累加值厂㈣之角度,即义制 :又提取 累加值以△/)之角度除以對應的索引差Δ/ 347接著將 ^丄雄) 朽丨差以及棊數Ρ之乘積,得到 ρ·Μ ,且—π< β(Δ/)<π 其中,W代表對應索引差△/之初步偏移值。 估計裝置裡的這些計算單元M〇於是求 =裝^設有-加權運算器15G用來對這些初步偏移=== ㈣運算。加權運算器150依下列式子對所有二3 ^=z4〇?c(a/)·^ Δ/ 其中,Ω"代表頻率偏移估計值,而0(△/)表 :::r0 5 第=圖所示係根據本發明縮減狀態的頻率偏移估計裝置 1圖所私示的相同符號代表類似的元件, /、… 420、430。共輛裝置用來產生时資料符元之:们轉才目衣置 «置4_料符元序_位旋轉,並且將轉相過:資=元序= * ► f I 1Φ--------tl---------^wwlf C請先閱讀背面之注意事項再填寫本頁) 經濟部智慧財產局員工消費合作社印製Difference △, the cumulative value. According to the present invention, M cannot be larger than M ′, the cable bow is woven, and _ is passed to the collision request as the above intermediate. The angle of accumulative value obtained by the 345 battle, that is, the system of justice: the cumulative value is extracted by the angle of △ /) divided by the corresponding index difference Δ / 347, and then the product of the difference and the number P To obtain ρ · M and -π < β (Δ /) < π where W represents a preliminary offset value of the corresponding index difference Δ /. These calculation units M0 in the estimation device are then provided with a -weighting calculator 15G for calculating these preliminary offsets === ㈣. The weighting calculator 150 applies the following formula to all two ^ = z4〇c (a /) · ^ Δ / where Ω " represents the estimated frequency offset, and 0 (△ /) table :: r0 5 The figure shows the frequency offset estimation device 1 in the reduced state according to the present invention. The same symbols shown in the figure represent similar components, /, 420, 430. A total of devices are used to generate data symbols when they are turned: they turn the head and place the clothes «set 4_material symbol sequence_bit rotation, and the phase will be reversed: Zi = meta sequence = * ► f I 1Φ ---- ---- tl --------- ^ wwlf C Please read the notes on the back before filling this page)
本紙張尺度if财g g家鮮(CNS)A4規格⑵〇- :297公釐) 200302637 本紙張尺度適用中國國 A7 五、發明說明(U y ‘ ;’舆目前資料符元的共軛複數,<,兩 者相乘後的形式,所以旋轉後的符元狀態&"可表示為 、[二 射 本的符减悲、。轉相裝Ϊ42⑽來將接收取樣序列做相 位㈣,而轉相過的接收取樣序列咖係接收取 資料符元的共車厄複數〆,兩者相乘後的形式,於是 』則 rR [n\ = rR [lM + /] = d* · r\lM + /] 相過的接收取樣序列施加於狀態細之第一端⑵。假設資 此從<+1縮_<。 A據之,付讀態的數目可因 現貫=的通綠_f是無法在估算解偏移 付几以及時序資訊,所以需要—種非資料輔助= ^型___,娜__ = 仔知接收的資料符元,狀態庫斷的解多工抑」由 除,僅保留一個移位暫存器來存««樣序列,_為_=刪 所提的原則仍然適用nda型的_偏= 區別、差分單㈣、乘冪難541、胸5n= 及縮放單元547。儲存區52〇呈古^ 丹没杈取态545以 札經由上述_Γ 早^以串列地輸入接收取樣序列 樣序列礼it,_相叫_棘黏形成延遲取 器。 在本貫把例中’儲存區520係一觀個單元的移位暫存 差分單元530用來對制和+,兩者間進行差分運算, 運^ =^值^當物_ ’如圖示,差分單元,數 〜σ複數乘法器534所構成’共輛複數運算器532用來產生延遲 ^^(CNS)A4 (2W: 297公釐)This paper size is if gg home fresh (CNS) A4 specifications ⑵-: 297 mm 200302637 This paper size is applicable to China A7 V. Description of the invention (U y ';' Conjugate complex number of current data symbols, < The form of the multiplication of the two, so the symbol state & " after the rotation can be expressed as, [two-shot version of the symbol reduction sadness. Phase inversion equipment 42⑽ to make the received sampling sequence phase 而, and The received sequence of the received samples is the common car complex number 资料 of the data symbols received, which is a form of multiplication. Then rR [n \ = rR [lM + /] = d * · r \ lM + /] The passing receiving sampling sequence is applied to the first end of the status detail. Assume that the following is reduced from < +1 shrinking < It is impossible to estimate the solution offset and timing information, so you need a kind of non-data-assisted = ^ type ___, na __ = know the received data symbols, the state of the database solution is multiplexed, and " Only one shift register is kept to store the «« sample sequence, the principle mentioned for _ = _ = delete still applies to the nda type _ partial = difference, difference unitary, power difficult 541, 5n = and zoom unit 547. The storage area 52 is in the ancient state, and the state 545 is used to receive the sampling sequence sample sequence via the above _Γ as early as ^, called _ phase called _ spine formation delay In this example, the 'storage area 520 is a shift temporary storage difference unit 530 of a unit, which is used to make a difference between + and +, and perform a difference operation between the two. Run ^ = ^ 值 ^ 当 物 _' such as As shown in the figure, the difference unit is composed of a number to σ complex multiplier 534, and a total complex operator 532 is used to generate a delay ^ (CNS) A4 (2W: 297 mm)
訂· (請先閱讀背面之注意事項再填寫本頁) 200302637 A7 B7 五、發明說明(12 ) M]: 取樣序列+一M]的共輕複數,即 M]兩者之乘積,如下: u[n]^r[nlr^[n~-M) 其中,η代表離散的時間點。角度提取器545可直接 ί度,刪是褐單元53。之後加入乘幕運算器Μ,1= 用㈤5仙及肖度提取魏之間。轉運算器541 用末δ十冗來自表差/刀單元53〇的每個初步值其?次方乘冪,即(小]豆 1=0=2_541算_她和,如此 #(+])2=4[4,[„嗜])2,假設ρ=2 當然,本發明所用的乘冪運算器541可適用於扣。累加 運算器54」輸入札並且取ψ]的總和以當作 …。仗乘棊 F矛] 料’角度提取器545從而取得累、加值V之角度 接 著將#按ι/p的比例縮小,亦即: 、、威早兀547接 以此方式可以估計得到頻率偏移值A。 綜合以上所述,由於本發明具有相當低的計算複減, 容易《於積體電路晶片之中’再者,本發明提出—種卿 將本發明狭二:==ΐ 此技勢者,在不脫離本發明之拌妯4 μ闽七 厂”、白 月之精神和耗圍内,當可作些許之更動與潤 297公釐) ;複數乘法器計算和Order · (Please read the precautions on the back before filling this page) 200302637 A7 B7 V. Description of the invention (12) M]: Sampling sequence + one M] total light complex number, which is the product of M] two, as follows: u [n] ^ r [nlr ^ [n ~ -M) where η represents a discrete time point. The angle extractor 545 can directly display the degree, and delete the brown unit 53. After that, the multiplication screen operator M is added, and 1 = extracts Wei between 5 cents and Xiao degree. The rotation operator 541 uses each of the preliminary values from the table difference / knife unit 53 to calculate the final? The power of the power, that is, (small) beans 1 = 0 = 2_541 count _ she and, so # (+]) 2 = 4 [4, [„Addiction]) 2, assuming ρ = 2 Of course, the multiplier used in the present invention The power operator 541 can be applied to the deduction. The accumulator 54 ″ takes the sum of ψ] as ... This method uses the angle extractor 545 to obtain the angle of the cumulative and value-added V. Then, the # is reduced by the ratio of ι / p, that is, the frequency deviation can be estimated in this way. Shift A. To sum up, because the present invention has a relatively low calculation complexity, it is easy to "in the integrated circuit chip" Moreover, the present invention proposes-Zhong Qing narrows the present invention to two: == Without deviating from the present invention 4 μ Min Qichang ”, within the spirit and consumption of Baiyue, you can make some changes and run 297 mm); the calculation of the complex multiplier and
(請先閱讀背面之注意事項再填寫本頁) IAW------- — 訂---------. 尺度過用r國國家標準(cns)A4 200302637 A/ _Β7五、發明說明(13 )飾,因此本發明之保護範圍當視後附之申請專利範圍所界定者為準。 (請先閱讀背面之注意事項再填寫本頁) 訂---------tf 經濟部智慧財產局員工消費合作社印製 6 1 本紙張尺度適用中國國家標準(CNS)A4規格(210 X 297公釐) 200302637 A7 B7 五、發明說明(14) 圖式簡單說明 第圖是本^明頻率偏移估計裝置之方塊圖 弟2圖是第lwt驗轉之詳細方塊圖; 抑暇第1圖中的—計算單元之詳細方塊圖; 第4圖是贿本發縣軌_鮮偏移树裝i之魏圖;以及 第5圖是本發明另-實施例之方塊圖。 符號說明 101〜符元狀態之序列; 120〜狀態庫; 123〜狀態庫之第二端; 130〜差分單元; 134〜複數乘法器; 150〜加權運算器; 170〜計數器; 190〜減法器; 220〜多工器; 341〜乘冪運算器; 345〜角度提取器; 410〜共軛裝置; 520〜儲存區; 532〜共軛複數運算器; 541〜乘冪運算器; 545〜角度提取器; 〜接收取樣序列; 心〜目前索引。 110〜狀態指示器; 121〜狀態庫之第一端; 125〜狀態庫之第三端; 132〜共軛複數運算器; 140〜計算單元; 160〜分配器; 180〜移位暫存器; 210〜解多工器; 230〜儲存區; 343〜累加器; 347〜縮放單元; 420、430〜轉相裝置; 530〜差分單元; 534〜複數乘法器; 543〜累加器,· 547〜縮放單元; /〜目前資料符元; 本紙張尺度適用中國國家標準(CNS)Ai規格(210 x(Please read the precautions on the back before filling this page) IAW ------- — Order ---------. National Standards (cns) A4 200302637 A / _Β7 Description of the invention (13), so the protection scope of the present invention shall be determined by the scope of the appended patent application. (Please read the precautions on the back before filling out this page) Order --------- tf Printed by the Consumer Cooperatives of the Intellectual Property Bureau of the Ministry of Economic Affairs 6 1 This paper size applies to China National Standard (CNS) A4 Specification (210 X 297 mm) 200302637 A7 B7 V. Explanation of the invention (14) Brief description of the figure The figure is a block diagram of the frequency offset estimation device of the present invention. The figure 2 is a detailed block diagram of the lwt inspection; In the figure, a detailed block diagram of a calculation unit; FIG. 4 is a Wei diagram of the county rail_fresh offset tree installation i; and FIG. 5 is a block diagram of another embodiment of the present invention. Symbol description 101 ~ Sequence of symbol states; 120 ~ State library; 123 ~ Second end of state library; 130 ~ Differential unit; 134 ~ Complex multiplier; 150 ~ Weighted operator; 170 ~ Counter; 190 ~ Subtractor; 220 ~ multiplexer; 341 ~ power operator; 345 ~ angle extractor; 410 ~ conjugate device; 520 ~ storage area; 532 ~ conjugate complex number operator; 541 ~ power operator; 545 ~ angle extractor ; ~ Receive sampling sequence; Heart ~ current index. 110 ~ state indicator; 121 ~ first end of state library; 125 ~ third end of state library; 132 ~ conjugate complex number operator; 140 ~ calculation unit; 160 ~ distributor; 180 ~ shift register; 210 ~ Demultiplexer; 230 ~ Storage area; 343 ~ Accumulator; 347 ~ Scaling unit; 420,430 ~ Phase inversion device; 530 ~ Differential unit; 534 ~ Complex multiplier; 543 ~ Accumulator, 547 ~ Scaling Unit; / ~ current data symbol; this paper size applies to China National Standard (CNS) Ai specifications (210 x
Claims (1)
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/062,116 US6990156B2 (en) | 2001-08-15 | 2002-01-30 | Frequency offset estimation for communication systems method and device for inter symbol interference |
Publications (2)
Publication Number | Publication Date |
---|---|
TW200302637A true TW200302637A (en) | 2003-08-01 |
TW589812B TW589812B (en) | 2004-06-01 |
Family
ID=27610253
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
TW92102178A TW589812B (en) | 2002-01-30 | 2003-01-30 | Frequency offset estimation for communication systems method and device for inter symbol interference |
Country Status (1)
Country | Link |
---|---|
TW (1) | TW589812B (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
TWI768292B (en) * | 2020-02-24 | 2022-06-21 | 瑞昱半導體股份有限公司 | Receiver able to detect radio frequency interference |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8125961B2 (en) | 2005-10-25 | 2012-02-28 | Qualcomm Incorporated | Four way handshake for robust channel estimation and rate prediction |
TWI499251B (en) * | 2012-12-17 | 2015-09-01 | Mstar Semiconductor Inc | Carrier and sampling frequency offsets estimating method and associated apparatus applied to multi-carrier communication system |
-
2003
- 2003-01-30 TW TW92102178A patent/TW589812B/en not_active IP Right Cessation
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
TWI768292B (en) * | 2020-02-24 | 2022-06-21 | 瑞昱半導體股份有限公司 | Receiver able to detect radio frequency interference |
Also Published As
Publication number | Publication date |
---|---|
TW589812B (en) | 2004-06-01 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Milewski | Periodic sequences with optimal properties for channel estimation and fast start-up equalization | |
TWI296461B (en) | Method and apparatus for estimating the step-size of an adaptive equalizer | |
EP2016728B1 (en) | Delay-doppler channel response demodulation method and apparatus | |
KR101291859B1 (en) | Methods and systems for improved timing acquisition for varying channel conditions | |
US20110033012A1 (en) | Channel estimator | |
EP2420032B1 (en) | Non-coherent detection apparatus and method for ieee 802.15.4 lr-wpan bpsk receiver | |
EP3621259B1 (en) | Method and device for fsk/gfsk demodulation | |
Abdzadeh-Ziabari et al. | An improved timing estimation method for OFDM systems | |
CN101741796A (en) | Frequency deviation estimating method and system | |
CN111030959B (en) | Frequency domain time-frequency synchronization method of NB-IoT | |
Palmer et al. | Low-complexity frequency estimation using multiple disjoint pilot blocks in burst-mode communications | |
TW200302637A (en) | Frequency offset estimating device applicable to channel with intersymbol interference | |
BRPI0618058A2 (en) | methods and equipment for determining timing in a wireless communication system | |
TWI271051B (en) | Wireless receiving method and wireless receiver with high-precision signal estimation | |
CN113132075B (en) | Frame synchronization method and frame synchronization module | |
RU2165676C2 (en) | Method and device for determining delay in sampling signal received by cellular communication system | |
JP3894631B2 (en) | Frame synchronization method | |
US20150078489A1 (en) | Signal Reconstruction Method and Apparatus | |
CN110048976B (en) | Intermediate frequency-oriented blind despreading method and device for short code direct spread spectrum signal array | |
US7116727B2 (en) | Frequency offset estimation apparatus for intersymbol interference channels | |
CN105187351B (en) | A kind of OFDM Timing Synchronization detection methods under multipath channel | |
Leung et al. | Modified Kay's method with improved frequency estimation | |
Kim et al. | Low-power and high-accurate synchronization for IEEE 802.16 d systems | |
CN101969424B (en) | Discrete cosine interpolation method in channel estimation based on pilot frequency | |
Guo et al. | Joint Blind Parameter Estimation of Non-cooperative High-Order Modulated PCMA Signals |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
MM4A | Annulment or lapse of patent due to non-payment of fees |