Kreivi Jan-Peter 63 Kista 2,0Liu Zihan 89 Kista 1,9Liu Zihan Hans 89 Kista 2,0Mercado Eric 85 Kista 2,0Merino Leonardo 82 Kista 1,9Sjöbom Peter 71 Kista 2,0Strid Henrik 85 Kista 1,9Öberg Anne-Marie 87 Kista 1,9Westerbom Göran 61 Kungsängen 1,9Abrahamsson Helene 87 Lidingö 1,9Ahnfalk Elisabeth 73 Lidingö 2,0Bertilson Cina 67 Lidingö 1,9Betts Ingvar 57 Lidingö 2,0Boberg Björn 85 Lidingö 1,9Brishammar Charlotta 87 Lidingö 1,9Calissendorff Karin 86 Lidingö 1,9Gre<strong>de</strong> Joel 83 Lidingö 1,9Kjellberg Martin 80 Lidingö 1,9Lan<strong>de</strong>lius Olof 80 Lidingö 1,9Lindholm Fredrik 86 Lidingö 1,9Olson Måns 86 Lidingö 2,0Raab Joakim 79 Lidingö 1,9Sö<strong>de</strong>rback Nisse 87 Lidingö 1,9Tornberg Peter 80 Lidingö 1,9Trenkle Per 64 Lidingö 1,9Wikström Fredrik 84 Lidingö 2,0Wilkens Charlotte 64 Lidingö 2,0Hirdman Love 75 Märsta 1,9Lindmark Niclas 81 Märsta 1,9Olsson Helena 68 Märsta 2,0Flood Anna 69 Mölnbo 2,0Jonsson Mats 60 Mölnbo 1,9Åhlström Nadja C 82 Mölnbo 1,9Bergendorff Hans 45 Nacka 2,0Edberg Ellen 83 Nacka 1,9Häsänen Rolf 70 Nacka 2,0Kättström Dag 71 Nacka 2,0Peterson Fredrik 70 Nacka 2,0Petersson Fredrik 70 Nacka 1,9Roel Mari 71 Nacka 1,9Rönnberg An<strong>de</strong>rs 79 Nacka 2,0Steen An<strong>de</strong>rs 69 Nacka 2,0Borg Sara 76 Norrrtälje 2,0Gustafsson Linnea 86 Norrtälje 1,9Gustafsson Linnea 86 Norrtälje 2,0Johansson Anne 76 Norrtälje 1,9Johansson Anne 76 Norrtälje 1,9Johansson Anne 76 Norrtälje 2,0Johansson Nils 81 Norrtälje 1,9Lodin Joakim 84 Norrtälje 1,9Nilsson Thomas 65 Norrtälje 2,0Westerlund Karin 82 Norrtälje 1,9Antonsson Jonas 79 Norsborg 2,0Barkö Fredrik 69 Norsborg 1,9Johnson Elin 81 Norsborg 2,0Lundin Emmy 84 Norsborg 2,0Mattsson Erik 73 Norsborg 2,0Nilsson Andreas 79 Norsborg 1,9Sollerman Pe<strong>de</strong>r 70 Norsborg 2,0Wallner Nikolas 80 Norsborg 1,9Gren Torkel 63 Nykvarn 2,0Westman Mattias 76 Nykvarn 1,9Zenke Johannes 82 Nykvarn 1,9Oller-Westerberg K 62 Rimbo 1,9Björling Filippa 78 Rönninge 1,9Edvardsson Rebecka 86 Rönninge 1,9Jakus Oskar 84 Saltsjöba<strong>de</strong>n 1,9Sö<strong>de</strong>rberg Ingalill 62 Saltsjöba<strong>de</strong>n 1,9Trad Samya 83 Saltsjöba<strong>de</strong>n 1,9Vidjeskog Åsa 73 Saltsjöba<strong>de</strong>n 1,9Edlund Johan 62 Saltsjö-Boo 1,9Gråberg Helena 82 Saltsjö-Boo 2,0Lundberg Zandra 82 Saltsjö-Boo 1,9Norén Eva 60 Saltsjö-Boo 1,9Sandin Christina 65 Saltsjö-Boo 2,0Storckenfeldt M85 Saltsjö-Boo 1,9Warfvinge Enar 82 Saltsjö-Boo 1,9Lundgren Gustaf 87 Saltsjö-Duvnäs 2,0Bergquist Rebecca 87 Segeltorp 2,0Sintorn Johan 63 Segeltorp 2,0Thulin An<strong>de</strong>rs 59 Segeltorp 1,9Wessman Richard 82 Segeltorp 1,9Jonsson Tone 68 Sigtuna 1,9Lilliehöök Henrik 74 Sigtuna 2,0Holmgren Marcus 75 Skarpnäck 2,0Myrman Jens 81 Skarpnäck 2,0Wester Vivianne 72 Skarpnäck 2,0An<strong>de</strong>rsson Pierre 69 Skogås 2,0Isaksson Markus 82 Skogås 1,9Kärki Antero 77 Skogås 2,0Löfqvist Jakob 79 Skogås 2,0Stormdal-Bring Hanna 87 Skogås 1,9Axelsson Wadman R 85 Skärholmen 2,0Berisha Agim 83 Skärholmen 1,9Eldh An<strong>de</strong>rs 69 Skärholmen 2,0Greverud Therese 75 Skärholmen 1,9Hultén Jonna 79 Skärholmen 1,9Johansson Fredrik 88 Skärholmen 1,9Kaijser Anna 81 Skärholmen 2,0Larberg Astrid 83 Skärholmen 2,0Lennartsson Anna 78 Skärholmen 1,9Ljungström Karolina 79 Skärholmen 1,9Lundvall Helena 82 Skärholmen 2,0Lundvall Helena 82 Skärholmen 2,0Nylund Mattias 84 Skärholmen 1,9Palm Johan 83 Skärholmen 2,0Brehmer Cecilia 75 Sköndal 2,0Agerblad An<strong>de</strong>rs 61 Sollentuna 1,9Ahlmén Katarina 60 Sollentuna 1,9An<strong>de</strong>rsson Jerker 64 Sollentuna 2,0Bandh Catarina 67 Sollentuna 1,9Bergling Da<strong>vid</strong> 82 Sollentuna 2,0Bergström Malin 68 Sollentuna 2,0Bergwall Da<strong>vid</strong> 84 Sollentuna 1,9Bjellerup Frans 87 Sollentuna 2,0Boberg Erik 85 Sollentuna 1,9Gustafsson Daniel 73 Sollentuna 2,0Hedmark Mattias 86 Sollentuna 2,0Larsson Stefan 79 Sollentuna 2,0Liao Sisi 85 Sollentuna 1,9Ljunggren Fredrik 74 Sollentuna 2,0Rusch Christian 81 Sollentuna 1,9Segenmark Philip 85 Sollentuna 1,9Stenberg Frida 73 Sollentuna 2,0Sund Peter 84 Sollentuna 2,0Sundström Kristoffer 81 Sollentuna 1,9Taune Viktor 87 Sollentuna 2,0Ullemar-Lönnbom V 88 Sollentuna 2,0Wikström Elin 75 Sollentuna 1,9Ahlesten Richard 69 Solna 1,9Arkestål Kurt 79 Solna 1,9Breistein Hampus 82 Solna 1,9Carlsson Tomas 64 Solna 2,0Edberg Björn 82 Solna 1,9Englund Christine 78 Solna 1,9Eurenius Hallgren Albin 81 Solna 1,9Fridsten fredrik 70 Solna 2,0Gram Annika 71 Solna 1,9Gustavsson Helena 79 Solna 1,9Hegesjö Elin 78 Solna 2,0Hertzberg Helena 83 Solna 1,9Höglund-Åberg Johan 81 Solna 1,9Jakenberg Jussi 69 Solna 2,0Jakobsson Marko 84 Solna 1,9Jans Erik 84 Solna 2,0Larsson Jon 82 Solna 2,0Lindberg Stefan 81 Solna 2,0Lundgren Andreas 74 Solna 1,9Malm Jonas 77 Solna 1,9Nilsson Magnus 60 Solna 1,9Norberg Annelie 83 Solna 1,9Nylén Anna 71 Solna 1,9Persson Klas 79 Solna 2,0Peterson Bertil 45 Solna 2,0Rhedin Samuel 87 Solna 1,9Rushworth Sebastian 83 Solna 1,9Scheiman Simeon 83 Solna 1,9Sjöberg Magnus 73 Solna 1,92Stenqvist Maria 82 Solna 1,9Wallin Liselotte 67 Solna 1,9Wigren Thomas 73 Solna 2,0Alvén Mikael 84 Spånga 1,9Ar<strong>vid</strong>sson Jesper 75 Spånga 1,9Lagerhorn Karin 85 Spånga 1,9Ahlborn Max 80 Stockholm 1,9Allvin Petter 81 Stockholm 1,9Ankarudd Edvard 77 Stockholm 2,0Antonsson Åsa 72 Stockholm 2,0Anward-Rolf Martin 82 Stockholm 1,9Arnell Stefan 60 Stockholm 1,9Ar<strong>vid</strong>sson Therese 87 Stockholm 1,9Ballin Reidun 62 Stockholm 1,9Ban<strong>de</strong>ira Beatriz 82 Stockholm 1,9Ban<strong>de</strong>ira Ulrika 80 Stockholm 2,0Bellin<strong>de</strong>r Love 79 Stockholm 2,0Berg Martin 86 Stockholm 1,9Berge Ola 82 Stockholm 2,0Berggren Michel 86 Stockholm 2,0Berglund Rasmus 80 Stockholm 2,0Berlin Karl 79 Stockholm 1,9Bernhold Henrik 65 Stockholm 1,9Betinakis Elias 73 Stockholm 2,0Bjelksjö Carl 84 Stockholm 1,9Björkman Erik 81 Stockholm 1,9Björkman Karin 75 Stockholm 2,0Björkvi Choutta 77 Stockholm 2,0Björnson Mikael 74 Stockholm 2,0Blanck Christina 64 Stockholm 2,0Blomqvist Andreas 82 Stockholm 1,9Blomström Monica 75 Stockholm 1,9Bo<strong>de</strong>gård Fredrik 79 Stockholm 1,9Bohbot Joel 83 Stockholm 2,0Boman Emelie 74 Stockholm 1,9Bon<strong>de</strong>nsson An<strong>de</strong>rs 71 Stockholm 2,0Brodin Jan 66 Stockholm 2,0Bruck Carl-Filip 77 Stockholm 2,0Bunnel Annakarin 63 Stockholm 1,9Bölin-Wiener Agnes 60 Stockholm 1,9Börsholm Anna 84 Stockholm 1,9Caballero Leandro 73 Stockholm 1,9Callmer An<strong>de</strong>rs 43 Stockholm 2,0Cornelius Pernilla 74 Stockholm 1,9Dahlström Johan 76 Stockholm 2,0Danielsson An<strong>de</strong>rs 74 Stockholm 2,0Danielsson Karl 79 Stockholm 1,9De Man<strong>de</strong>r Cecilia 80 Stockholm 2,0Denize Pascal 71 Stockholm 2,0Dernehl Hannes 72 Stockholm 1,9Dhondt Nicolas 79 Stockholm 1,9Drakman Annelie 81 Stockholm 1,9Drane Jimmy 80 Stockholm 1,9Dufva Peter 82 Stockholm 1,9Ed Bodil 73 Stockholm 1,9Edström Oskar 86 Stockholm 1,9Ejvegård Nikolaus 80 Stockholm 2,0Ek Matti 74 Stockholm 2,0Eklund Linus 70 Stockholm 2,0Engellau Ludvig 80 Stockholm 1,9Englund Camilla 68 Stockholm 1,9Ericson Åsa 78 Stockholm 2,0Eriksson Joel 81 Stockholm 1,9Eriksson Joel 81 Stockholm 1,9Eriksson Karl 80 Stockholm 1,9Eriksson Katrin 69 Stockholm 1,9Eriksson Klara 79 Stockholm 1,9Eriksson Lovisa 74 Stockholm 2,0Eriksson Martin 82 Stockholm 2,0Eriksson Ola 67 Stockholm 2,0Faxen Lisa 83 Stockholm 2,0Franck Gustaf 85 Stockholm 2,0Fransson Oscar 81 Stockholm 2,0Fredlund Da<strong>vid</strong> 78 Stockholm 2,0Furmark Charlotta 69 Stockholm 2,0Gerson Jacob 83 Stockholm 2,0Ghai Indira 71 Stockholm 1,9Gibas Nathalie 87 Stockholm 1,9Gibas Nathalie 87 Stockholm 1,9
objective is to find a stabilizing controller which minimizesthe H ∞ -norm of the closed-loop transfer function from w toz that is given by the linear fractional transformationz = T zw w = G 11 + G 12 K(I − G 22 K) −1 G 21 w (8)Thus the H ∞ control problem is formalized as synthesizing acontroller K such that‖T zw ‖ ∞ < γ zw (9)for some value γ zw > 0.V. CONTROL DESIGNThe plant G from the general control problem in Figure 3is selected as the EDFA state space mo<strong>de</strong>l in (7). It followsthat the average inversion level is taken as the internal state,x ⇒ N 2 (t), the disturbance signal is selected as the inputchannel powers w ⇒ p IN , the measurement signal v ⇒ y Gand the control signal u ⇒ p p . However the original plantG is modified so that the performance variable is taken asthe average inversion z ⇒ N 2 (t), as opposed to the outputchannel powers.Given a pilot tone disturbance with the following properties:• Disturbance signals resi<strong>de</strong> in a specified bandwidth[f min ,f max ] where f max < T ransmissionBitRate(typically on the or<strong>de</strong>r of Gb/s and Tb/s)• Disturbance signals have a maximum modulation in<strong>de</strong>xm maxwe now pro<strong>vid</strong>e a methodology for <strong>de</strong>signing a suitable H ∞controller.Fig. 4.w pu pW wĜK ∞W yG pz py GpWeighted augmented EDFA for H ∞ controller synthesisBased on this format we propose that the following parametersbe selected accordingly:• Choose w L and w H to <strong>de</strong>scribe the frequency bandwidth(rad/s) where the input signal resi<strong>de</strong>s. ie. w L =2π · f minand w H =2π · f max• Choose α w to <strong>de</strong>scribe the maximum amplitu<strong>de</strong> or modulation<strong>de</strong>pth of the input disturbances. ie. α w =1+m max• Choose k w < 1 to <strong>de</strong>scribe the amount of cross gainmodulation within the disturbances.C. Integral ControlIt is a <strong>de</strong>sired performance objective to minimize the steadystate error of output signals. This can be accomplished byensuring that the average total gain y G is maintained. Inor<strong>de</strong>r to achieve this, integral control should be imposed onthe resulting H ∞ controller. But, in or<strong>de</strong>r to meet the H ∞assumptions, the selected weighting function W y must beproper, in the form:A. Plant AugmentationIn or<strong>de</strong>r to meet the H ∞ assumptions in [15], the originalEDFA mo<strong>de</strong>l must augmented. Specifically the EDFA mo<strong>de</strong>lin (7) must be augmented to ensure that D 12 has full columnrank. In or<strong>de</strong>r to meet this assumption, ẑ is introduced:[ ] [ ]C1 x + Dẑ = =11 w + D 12 u(10)z˜zαuwhere α is a <strong>de</strong>sign parameter to be selected. This gives theaugmented plant G ⇒ Ĝ with modified state space matrices[ ] [ ]DˆD1111 = , DˆD120 12 =(11)αThe selection of α represents a control penalty, limiting thecontrol signal the <strong>de</strong>signer is able to pro<strong>vid</strong>e to the EDFA.Therefore, the selection of α should reflect the EDFA’s pumpcharacteristics, most notably the pump response time andmaximum <strong>de</strong>liverable pump power.B. Disturbance WeightingThe selection of the disturbance weighting is strictly basedon characteristics of the input disturbances of the system.Specifically, using the known transfer function for a secondor<strong>de</strong>r bandpass filter the disturbance weighting W w is used to<strong>de</strong>scribe the frequency content of pilot tone disturbances:W w =k w · w H · s(s + w L )(s + w H ) + α w (12)15W y = β ys + k y(13)s + α yBased on the above form, we select the following parameters:• Choose k y =1as the controller gain• We select the bandwidth in which integral control shouldbe imposed. That is, we choose β y